Overview

Brought to you by YData

Dataset statistics

Number of variables	92
Number of observations	500000
Missing cells	1338299
Missing cells (%)	2.9%
Total size in memory	168.3 MiB
Average record size in memory	353.0 B

Variable types

Numeric	92

Alerts

`feature_00` has 71983 (14.4%) missing values	Missing
`feature_01` has 71983 (14.4%) missing values	Missing
`feature_02` has 71983 (14.4%) missing values	Missing
`feature_03` has 71983 (14.4%) missing values	Missing
`feature_04` has 71983 (14.4%) missing values	Missing
`feature_15` has 12955 (2.6%) missing values	Missing
`feature_21` has 157351 (31.5%) missing values	Missing
`feature_26` has 157351 (31.5%) missing values	Missing
`feature_27` has 157351 (31.5%) missing values	Missing
`feature_31` has 157351 (31.5%) missing values	Missing
`feature_32` has 5204 (1.0%) missing values	Missing
`feature_33` has 5204 (1.0%) missing values	Missing
`feature_39` has 52194 (10.4%) missing values	Missing
`feature_41` has 13201 (2.6%) missing values	Missing
`feature_42` has 52194 (10.4%) missing values	Missing
`feature_44` has 13201 (2.6%) missing values	Missing
`feature_45` has 6620 (1.3%) missing values	Missing
`feature_46` has 6620 (1.3%) missing values	Missing
`feature_50` has 51085 (10.2%) missing values	Missing
`feature_52` has 12079 (2.4%) missing values	Missing
`feature_53` has 51085 (10.2%) missing values	Missing
`feature_55` has 12079 (2.4%) missing values	Missing
`feature_58` has 5204 (1.0%) missing values	Missing
`feature_62` has 6238 (1.2%) missing values	Missing
`feature_64` has 5194 (1.0%) missing values	Missing
`feature_65` has 6620 (1.3%) missing values	Missing
`feature_66` has 6620 (1.3%) missing values	Missing
`feature_73` has 5250 (1.1%) missing values	Missing
`feature_74` has 5250 (1.1%) missing values	Missing
`feature_21` is highly skewed (γ1 = 145.0280457)	Skewed
`feature_31` is highly skewed (γ1 = 128.129303)	Skewed
`feature_47` is highly skewed (γ1 = 36.766922)	Skewed
`feature_62` is highly skewed (γ1 = 29.97069931)	Skewed
`feature_63` is highly skewed (γ1 = 32.19271851)	Skewed
`feature_64` is highly skewed (γ1 = 36.0602684)	Skewed
`symbol_id` has 17684 (3.5%) zeros	Zeros

Reproduction

Analysis started	2024-12-02 19:40:13.059616
Analysis finished	2024-12-02 19:40:42.569539
Duration	29.51 seconds
Software version	ydata-profiling vv4.12.0
Download configuration	config.json

date_id
Real number (ℝ)

Distinct	1699
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	851.614858

Minimum	0
Maximum	1698
Zeros	174
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	976.7 KiB

Quantile statistics

Minimum	0
5-th percentile	99
Q1	431
median	849.5
Q3	1276
95-th percentile	1614
Maximum	1698
Range	1698
Interquartile range (IQR)	845

Descriptive statistics

Standard deviation	488.8880536
Coefficient of variation (CV)	0.5740717755
Kurtosis	-1.206497439
Mean	851.614858
Median Absolute Deviation (MAD)	422.5
Skewness	0.005366905098
Sum	425807429
Variance	239011.529
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
103	442	0.1%
142	439	0.1%
490	439	0.1%
168	429	0.1%
148	423	0.1%
488	421	0.1%
169	420	0.1%
153	419	0.1%
151	419	0.1%
495	416	0.1%
Other values (1689)	495733	99.1%

Value	Count	Frequency (%)
0	174	< 0.1%
1	277	0.1%
2	242	< 0.1%
3	234	< 0.1%
4	257	0.1%

Value	Count	Frequency (%)
1698	289	0.1%
1697	336	0.1%
1696	301	0.1%
1695	274	0.1%
1694	304	0.1%

time_id
Real number (ℝ)

Distinct	968
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	460.092498

Minimum	0
Maximum	967
Zeros	543
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	976.7 KiB

Quantile statistics

Minimum	0
5-th percentile	45
Q1	229
median	459
Q3	688
95-th percentile	888
Maximum	967
Range	967
Interquartile range (IQR)	459

Descriptive statistics

Standard deviation	267.9480806
Coefficient of variation (CV)	0.5823787211
Kurtosis	-1.15026877
Mean	460.092498
Median Absolute Deviation (MAD)	230
Skewness	0.03777387264
Sum	230046249
Variance	71796.17388
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
386	628	0.1%
461	625	0.1%
132	613	0.1%
53	612	0.1%
321	611	0.1%
739	607	0.1%
122	606	0.1%
216	605	0.1%
664	604	0.1%
741	602	0.1%
Other values (958)	493887	98.8%

Value	Count	Frequency (%)
0	543	0.1%
1	593	0.1%
2	569	0.1%
3	572	0.1%
4	560	0.1%

Value	Count	Frequency (%)
967	316	0.1%
966	283	0.1%
965	310	0.1%
964	286	0.1%
963	299	0.1%

symbol_id
Real number (ℝ)

Zeros

Distinct	39
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.469562

Minimum	0
Maximum	38
Zeros	17684
Zeros (%)	3.5%
Negative	0
Negative (%)	0.0%
Memory size	488.4 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	8
median	16
Q3	27
95-th percentile	37
Maximum	38
Range	38
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	11.32602711
Coefficient of variation (CV)	0.6483291974
Kurtosis	-1.102102508
Mean	17.469562
Median Absolute Deviation (MAD)	9
Skewness	0.2455179073
Sum	8734781
Variance	128.2788901
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
7	18735	3.7%
1	18686	3.7%
19	18663	3.7%
16	18635	3.7%
9	18303	3.7%
33	17917	3.6%
38	17779	3.6%
13	17773	3.6%
10	17751	3.6%
0	17684	3.5%
Other values (29)	318074	63.6%

Value	Count	Frequency (%)
0	17684	3.5%
1	18686	3.7%
2	16846	3.4%
3	16456	3.3%
4	5545	1.1%

Value	Count	Frequency (%)
38	17779	3.6%
37	7976	1.6%
36	10399	2.1%
35	7762	1.6%
34	16936	3.4%

weight
Real number (ℝ)

Distinct	50332
Distinct (%)	10.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.960664972

Minimum	0.1499666572
Maximum	10.24041939
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.9 MiB

Quantile statistics

Minimum	0.1499666572
5-th percentile	0.6712245941
Q1	1.178062916
median	1.708217621
Q3	2.444993496
95-th percentile	4.209181786
Maximum	10.24041939
Range	10.09045315
Interquartile range (IQR)	1.26693058

Descriptive statistics

Standard deviation	1.111250162
Coefficient of variation (CV)	0.5667720788
Kurtosis	2.620919704
Mean	1.960664972
Median Absolute Deviation (MAD)	0.6039879322
Skewness	1.410169721
Sum	980332.4861
Variance	1.23487699
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.298114657	42	< 0.1%
1.636825919	38	< 0.1%
2.113631964	38	< 0.1%
1.89863658	37	< 0.1%
1.3822124	37	< 0.1%
0.9277486801	36	< 0.1%
1.072816133	36	< 0.1%
3.64841485	36	< 0.1%
1.94447279	36	< 0.1%
1.454496145	35	< 0.1%
Other values (50322)	499629	99.9%

Value	Count	Frequency (%)
0.1499666572	16	< 0.1%
0.1649402231	17	< 0.1%
0.1702164114	10	< 0.1%
0.1710485965	14	< 0.1%
0.1783781201	15	< 0.1%

Value	Count	Frequency (%)
10.24041939	6	< 0.1%
9.30974102	14	< 0.1%
9.096992493	6	< 0.1%
9.046761513	10	< 0.1%
9.02631855	12	< 0.1%

feature_00
Real number (ℝ)

Missing

Distinct	426787
Distinct (%)	99.7%
Missing	71983
Missing (%)	14.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.5143505211

Minimum	-4.027960777
Maximum	6.29824543
Zeros	0
Zeros (%)	0.0%
Negative	157207
Negative (%)	31.4%
Memory size	1.9 MiB

Quantile statistics

Minimum	-4.027960777
5-th percentile	-1.374325991
Q1	-0.356798321
median	0.37666592
Q3	1.204936504
95-th percentile	3.071405983
Maximum	6.29824543
Range	10.32620621
Interquartile range (IQR)	1.561734825

Descriptive statistics

Standard deviation	1.292990685
Coefficient of variation (CV)	2.513831777
Kurtosis	0.3741793931
Mean	0.5143505211
Median Absolute Deviation (MAD)	0.7754437327
Skewness	0.5191020966
Sum	220150.767
Variance	1.671825051
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.306874037	3	< 0.1%
1.046288848	3	< 0.1%
1.812690735	3	< 0.1%
1.116365075	3	< 0.1%
2.071128845	2	< 0.1%
-0.1827727556	2	< 0.1%
-0.1024781242	2	< 0.1%
1.006433606	2	< 0.1%
-0.5405323505	2	< 0.1%
0.8210772872	2	< 0.1%
Other values (426777)	427993	85.6%
(Missing)	71983	14.4%

Value	Count	Frequency (%)
-4.027960777	1	< 0.1%
-3.876621962	1	< 0.1%
-3.850051165	1	< 0.1%
-3.831265688	1	< 0.1%
-3.785490513	1	< 0.1%

Value	Count	Frequency (%)
6.29824543	1	< 0.1%
6.180996895	1	< 0.1%
6.103096962	1	< 0.1%
6.079453945	1	< 0.1%
6.027677059	1	< 0.1%

feature_01
Real number (ℝ)

Missing

Distinct	426787
Distinct (%)	99.7%
Missing	71983
Missing (%)	14.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.01099321618

Minimum	-4.95379734
Maximum	5.788263798
Zeros	0
Zeros (%)	0.0%
Negative	212730
Negative (%)	42.5%
Memory size	1.9 MiB

Quantile statistics

Minimum	-4.95379734
5-th percentile	-1.742198706
Q1	-0.7075226903
median	0.0079821283
Q3	0.7185850739
95-th percentile	1.783579373
Maximum	5.788263798
Range	10.74206161
Interquartile range (IQR)	1.426107764

Descriptive statistics

Standard deviation	1.068956971
Coefficient of variation (CV)	97.23787415
Kurtosis	0.08595333993
Mean	0.01099321618
Median Absolute Deviation (MAD)	0.7130215764
Skewness	0.06030084193
Sum	4705.283409
Variance	1.142668962
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.273985744	3	< 0.1%
-0.7741184831	3	< 0.1%
1.180573463	3	< 0.1%
-1.478413224	2	< 0.1%
-0.3886455894	2	< 0.1%
0.5142742991	2	< 0.1%
0.6167247891	2	< 0.1%
-0.5089092851	2	< 0.1%
-1.108892679	2	< 0.1%
-1.495560527	2	< 0.1%
Other values (426777)	427994	85.6%
(Missing)	71983	14.4%

Value	Count	Frequency (%)
-4.95379734	1	< 0.1%
-4.339889526	1	< 0.1%
-4.092728615	1	< 0.1%
-3.98251605	1	< 0.1%
-3.962264061	1	< 0.1%

Value	Count	Frequency (%)
5.788263798	1	< 0.1%
5.737267017	1	< 0.1%
5.709218502	1	< 0.1%
5.623497963	1	< 0.1%
5.606583118	1	< 0.1%

feature_02
Real number (ℝ)

Missing

Distinct	426780
Distinct (%)	99.7%
Missing	71983
Missing (%)	14.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.5138689462

Minimum	-4.104443073
Maximum	6.24358511
Zeros	0
Zeros (%)	0.0%
Negative	157195
Negative (%)	31.4%
Memory size	1.9 MiB

Quantile statistics

Minimum	-4.104443073
5-th percentile	-1.377088976
Q1	-0.3545084596
median	0.3792856932
Q3	1.206334114
95-th percentile	3.069694281
Maximum	6.24358511
Range	10.34802818
Interquartile range (IQR)	1.560842574

Descriptive statistics

Standard deviation	1.289016366
Coefficient of variation (CV)	2.508453518
Kurtosis	0.3311936557
Mean	0.5138689462
Median Absolute Deviation (MAD)	0.7737858295
Skewness	0.5029591918
Sum	219944.6447
Variance	1.661563277
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.9458318353	3	< 0.1%
1.263787389	3	< 0.1%
-0.718316257	3	< 0.1%
1.91736722	3	< 0.1%
3.101203203	3	< 0.1%
0.8254628778	2	< 0.1%
0.265262574	2	< 0.1%
0.8544664383	2	< 0.1%
-0.9142000675	2	< 0.1%
-0.817559123	2	< 0.1%
Other values (426770)	427992	85.6%
(Missing)	71983	14.4%

Value	Count	Frequency (%)
-4.104443073	1	< 0.1%
-4.027413845	1	< 0.1%
-4.007788181	1	< 0.1%
-3.946143627	1	< 0.1%
-3.901408434	1	< 0.1%

Value	Count	Frequency (%)
6.24358511	1	< 0.1%
6.229772568	1	< 0.1%
6.186851501	1	< 0.1%
6.135706902	1	< 0.1%
6.016420364	1	< 0.1%

feature_03
Real number (ℝ)

Missing

Distinct	426803
Distinct (%)	99.7%
Missing	71983
Missing (%)	14.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.5128889442

Minimum	-3.834913731
Maximum	6.037524223
Zeros	0
Zeros (%)	0.0%
Negative	156956
Negative (%)	31.4%
Memory size	1.9 MiB

Quantile statistics

Minimum	-3.834913731
5-th percentile	-1.374493241
Q1	-0.355948329
median	0.3783840239
Q3	1.202622652
95-th percentile	3.065961647
Maximum	6.037524223
Range	9.872438431
Interquartile range (IQR)	1.558570981

Descriptive statistics

Standard deviation	1.288078189
Coefficient of variation (CV)	2.511417342
Kurtosis	0.3312124312
Mean	0.5128889442
Median Absolute Deviation (MAD)	0.7738792896
Skewness	0.5060821772
Sum	219525.1872
Variance	1.659145474
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.084695578	3	< 0.1%
1.017740011	3	< 0.1%
-0.8533130288	2	< 0.1%
2.019462347	2	< 0.1%
-0.6616980433	2	< 0.1%
2.177239895	2	< 0.1%
2.608419895	2	< 0.1%
1.162454128	2	< 0.1%
0.5931357741	2	< 0.1%
0.8069880009	2	< 0.1%
Other values (426793)	427995	85.6%
(Missing)	71983	14.4%

Value	Count	Frequency (%)
-3.834913731	1	< 0.1%
-3.830494881	1	< 0.1%
-3.829175472	1	< 0.1%
-3.707444429	1	< 0.1%
-3.702487946	1	< 0.1%

Value	Count	Frequency (%)
6.037524223	1	< 0.1%
6.036049366	1	< 0.1%
6.024330139	1	< 0.1%
6.008624554	1	< 0.1%
6.005575657	1	< 0.1%

feature_04
Real number (ℝ)

Missing

Distinct	426788
Distinct (%)	99.7%
Missing	71983
Missing (%)	14.4%
Infinite	0
Infinite (%)	0.0%
Mean	-0.002538619331

Minimum	-4.028398037
Maximum	5.178153038
Zeros	0
Zeros (%)	0.0%
Negative	214009
Negative (%)	42.8%
Memory size	1.9 MiB

Quantile statistics

Minimum	-4.028398037
5-th percentile	-1.699718499
Q1	-0.7001829147
median	-1.050437959 × 10^-6
Q3	0.6916700006
95-th percentile	1.6886163
Maximum	5.178153038
Range	9.206550598
Interquartile range (IQR)	1.391852915

Descriptive statistics

Standard deviation	1.027053475
Coefficient of variation (CV)	-404.5716752
Kurtosis	-0.0634399429
Mean	-0.002538619331
Median Absolute Deviation (MAD)	0.6956042647
Skewness	0.006733675022
Sum	-1086.57223
Variance	1.054838896
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7085757852	3	< 0.1%
-1.044888854	3	< 0.1%
1.045586586	2	< 0.1%
0.227210924	2	< 0.1%
0.6545761824	2	< 0.1%
-0.460698694	2	< 0.1%
-0.2964743078	2	< 0.1%
1.234670877	2	< 0.1%
-0.7150412798	2	< 0.1%
-0.92761904	2	< 0.1%
Other values (426778)	427995	85.6%
(Missing)	71983	14.4%

Value	Count	Frequency (%)
-4.028398037	1	< 0.1%
-3.954566717	1	< 0.1%
-3.928369999	1	< 0.1%
-3.900930166	1	< 0.1%
-3.821546316	1	< 0.1%

Value	Count	Frequency (%)
5.178153038	1	< 0.1%
5.113750458	1	< 0.1%
5.033285141	1	< 0.1%
4.93446064	1	< 0.1%
4.049194813	1	< 0.1%

feature_05
Real number (ℝ)

Distinct	498611
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.02931736664

Minimum	-22.88653755
Maximum	33.27212524
Zeros	0
Zeros (%)	0.0%
Negative	268054
Negative (%)	53.6%
Memory size	1.9 MiB

Quantile statistics

Minimum	-22.88653755
5-th percentile	-1.537078434
Q1	-0.4792390838
median	-0.05140470155
Q3	0.3960026428
95-th percentile	1.531199753
Maximum	33.27212524
Range	56.15866089
Interquartile range (IQR)	0.8752417266

Descriptive statistics

Standard deviation	1.021513581
Coefficient of variation (CV)	-34.8432925
Kurtosis	16.76696777
Mean	-0.02931736664
Median Absolute Deviation (MAD)	0.4374519587
Skewness	0.7519537807
Sum	-14658.68332
Variance	1.043490052
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.091058731	3	< 0.1%
-0.7092113495	3	< 0.1%
-1.125069618	3	< 0.1%
0.2531273365	3	< 0.1%
-0.5027620196	3	< 0.1%
0.5990595222	3	< 0.1%
-0.555280447	2	< 0.1%
-0.5355728269	2	< 0.1%
0.1926413029	2	< 0.1%
-0.1708091199	2	< 0.1%
Other values (498601)	499974	> 99.9%

Value	Count	Frequency (%)
-22.88653755	1	< 0.1%
-16.71858597	1	< 0.1%
-14.38981915	1	< 0.1%
-13.98087597	1	< 0.1%
-12.87502003	1	< 0.1%

Value	Count	Frequency (%)
33.27212524	1	< 0.1%
27.52643394	1	< 0.1%
26.96796989	1	< 0.1%
21.25468063	1	< 0.1%
18.7526741	1	< 0.1%

feature_06
Real number (ℝ)

Distinct	498788
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.005391270695

Minimum	-45.80796814
Maximum	59.52516937
Zeros	0
Zeros (%)	0.0%
Negative	254223
Negative (%)	50.8%
Memory size	1.9 MiB

Quantile statistics

Minimum	-45.80796814
5-th percentile	-1.519357765
Q1	-0.4144058228
median	-0.009589228779
Q3	0.3887362108
95-th percentile	1.512201923
Maximum	59.52516937
Range	105.3331375
Interquartile range (IQR)	0.8031420335

Descriptive statistics

Standard deviation	1.06464088
Coefficient of variation (CV)	-197.4749442
Kurtosis	58.52645111
Mean	-0.005391270695
Median Absolute Deviation (MAD)	0.4015316069
Skewness	0.8877423406
Sum	-2695.635347
Variance	1.133460283
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.4376793206	3	< 0.1%
0.5584185123	3	< 0.1%
-0.6522986889	3	< 0.1%
-0.9486219287	3	< 0.1%
0.3214613497	3	< 0.1%
-0.2477157116	2	< 0.1%
-0.06831935793	2	< 0.1%
-1.224068642	2	< 0.1%
0.2233670354	2	< 0.1%
-0.07652845234	2	< 0.1%
Other values (498778)	499975	> 99.9%

Value	Count	Frequency (%)
-45.80796814	1	< 0.1%
-33.60198593	1	< 0.1%
-21.9689579	1	< 0.1%
-19.37728882	1	< 0.1%
-18.60375786	1	< 0.1%

Value	Count	Frequency (%)
59.52516937	1	< 0.1%
33.97018433	1	< 0.1%
33.91213989	1	< 0.1%
33.3714447	1	< 0.1%
31.14043808	1	< 0.1%

feature_07
Real number (ℝ)

Distinct	498676
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.01220043965

Minimum	-25.7781868
Maximum	38.72456741
Zeros	0
Zeros (%)	0.0%
Negative	262096
Negative (%)	52.4%
Memory size	1.9 MiB

Quantile statistics

Minimum	-25.7781868
5-th percentile	-1.504533726
Q1	-0.4517241418
median	-0.0328365583
Q3	0.3929850832
95-th percentile	1.541143048
Maximum	38.72456741
Range	64.50275421
Interquartile range (IQR)	0.844709225

Descriptive statistics

Standard deviation	1.052913666
Coefficient of variation (CV)	-86.30128877
Kurtosis	25.1889534
Mean	-0.01220043965
Median Absolute Deviation (MAD)	0.4221583605
Skewness	0.8451272249
Sum	-6100.219827
Variance	1.1086272
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.4065608382	3	< 0.1%
-0.3539701104	3	< 0.1%
0.2717418969	3	< 0.1%
-0.1381030232	3	< 0.1%
-0.6293236613	3	< 0.1%
-0.4563544393	3	< 0.1%
-0.2019421756	2	< 0.1%
-0.5436936021	2	< 0.1%
-0.6150326133	2	< 0.1%
-0.1761882603	2	< 0.1%
Other values (498666)	499974	> 99.9%

Value	Count	Frequency (%)
-25.7781868	1	< 0.1%
-22.22236252	1	< 0.1%
-18.87301826	1	< 0.1%
-18.24794197	1	< 0.1%
-18.04802704	1	< 0.1%

Value	Count	Frequency (%)
38.72456741	1	< 0.1%
28.002388	1	< 0.1%
23.93115234	1	< 0.1%
23.7996788	1	< 0.1%
23.25530434	1	< 0.1%

feature_08
Real number (ℝ)

Distinct	495861
Distinct (%)	99.7%
Missing	2792
Missing (%)	0.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.06070305264

Minimum	-11.26286316
Maximum	16.80986214
Zeros	0
Zeros (%)	0.0%
Negative	231358
Negative (%)	46.3%
Memory size	1.9 MiB

Quantile statistics

Minimum	-11.26286316
5-th percentile	-1.40949713
Q1	-0.403002955
median	0.05438027531
Q3	0.5277597457
95-th percentile	1.528044432
Maximum	16.80986214
Range	28.0727253
Interquartile range (IQR)	0.9307627007

Descriptive statistics

Standard deviation	0.9661880732
Coefficient of variation (CV)	15.91663073
Kurtosis	7.90033102
Mean	0.06070305264
Median Absolute Deviation (MAD)	0.4654441476
Skewness	0.09267733246
Sum	30182.0434
Variance	0.933519423
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.096753716	3	< 0.1%
0.5464476347	3	< 0.1%
-0.2862653434	3	< 0.1%
0.3553050756	2	< 0.1%
0.2614515722	2	< 0.1%
1.684001327	2	< 0.1%
0.6430495977	2	< 0.1%
-0.8821539879	2	< 0.1%
-0.2599991858	2	< 0.1%
-1.060742378	2	< 0.1%
Other values (495851)	497185	99.4%
(Missing)	2792	0.6%

Value	Count	Frequency (%)
-11.26286316	1	< 0.1%
-11.11791039	1	< 0.1%
-10.98158932	1	< 0.1%
-10.70001507	1	< 0.1%
-10.48052025	1	< 0.1%

Value	Count	Frequency (%)
16.80986214	1	< 0.1%
16.61655807	1	< 0.1%
15.20121861	1	< 0.1%
15.12407494	1	< 0.1%
14.10107136	1	< 0.1%

feature_09
Real number (ℝ)

Distinct	22
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32.631468

Minimum	2
Maximum	82
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	488.4 KiB

Quantile statistics

Minimum	2
5-th percentile	4
Q1	11
median	30
Q3	50
95-th percentile	81
Maximum	82
Range	80
Interquartile range (IQR)	39

Descriptive statistics

Standard deviation	24.10831223
Coefficient of variation (CV)	0.7388056287
Kurtosis	-0.9325148649
Mean	32.631468
Median Absolute Deviation (MAD)	19
Skewness	0.5395898447
Sum	16315734
Variance	581.2107186
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
11	116984	23.4%
42	35634	7.1%
50	35552	7.1%
4	35119	7.0%
81	32550	6.5%
15	29675	5.9%
34	26192	5.2%
9	22519	4.5%
44	22239	4.4%
57	20739	4.1%
Other values (12)	122797	24.6%

Value	Count	Frequency (%)
2	9843	2.0%
4	35119	7.0%
9	22519	4.5%
11	116984	23.4%
12	4835	1.0%

Value	Count	Frequency (%)
82	4332	0.9%
81	32550	6.5%
70	17632	3.5%
68	8575	1.7%
64	16837	3.4%

feature_10
Real number (ℝ)

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.831312

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	488.4 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	4
Q3	7
95-th percentile	10
Maximum	12
Range	11
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.947804902
Coefficient of variation (CV)	0.6101458365
Kurtosis	-0.5378333478
Mean	4.831312
Median Absolute Deviation (MAD)	3
Skewness	0.4763784851
Sum	2415656
Variance	8.689553738
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
7	136571	27.3%
3	100977	20.2%
1	85966	17.2%
10	35722	7.1%
5	35634	7.1%
2	32550	6.5%
4	31027	6.2%
6	25412	5.1%
12	16141	3.2%

Value	Count	Frequency (%)
1	85966	17.2%
2	32550	6.5%
3	100977	20.2%
4	31027	6.2%
5	35634	7.1%

Value	Count	Frequency (%)
12	16141	3.2%
10	35722	7.1%
7	136571	27.3%
6	25412	5.1%
5	35634	7.1%

feature_11
Real number (ℝ)

Distinct	31
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	171.915936

Minimum	9
Maximum	539
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	976.7 KiB

Quantile statistics

Minimum	9
5-th percentile	11
Q1	59
median	76
Q3	261
95-th percentile	522
Maximum	539
Range	530
Interquartile range (IQR)	202

Descriptive statistics

Standard deviation	166.5809231
Coefficient of variation (CV)	0.9689673163
Kurtosis	-0.2084034923
Mean	171.915936
Median Absolute Deviation (MAD)	65
Skewness	1.060647913
Sum	85957968
Variance	27749.20395
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
76	116984	23.4%
150	35634	7.1%
522	35552	7.1%
11	35119	7.0%
214	26192	5.2%
25	22519	4.5%
410	17632	3.5%
59	16846	3.4%
376	16837	3.4%
261	16768	3.4%
Other values (21)	159917	32.0%

Value	Count	Frequency (%)
9	5545	1.1%
11	35119	7.0%
13	10370	2.1%
16	16363	3.3%
24	5876	1.2%

Value	Count	Frequency (%)
539	4332	0.9%
534	15704	3.1%
522	35552	7.1%
410	17632	3.5%
388	8575	1.7%

feature_12
Real number (ℝ)

Distinct	497613
Distinct (%)	99.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.02723356341

Minimum	-1.662664652
Maximum	90.77062225
Zeros	0
Zeros (%)	0.0%
Negative	334104
Negative (%)	66.8%
Memory size	1.9 MiB

Quantile statistics

Minimum	-1.662664652
5-th percentile	-0.8147343665
Q1	-0.5003220737
median	-0.2339870557
Q3	0.1673588604
95-th percentile	1.378719962
Maximum	90.77062225
Range	92.43328857
Interquartile range (IQR)	0.6676809341

Descriptive statistics

Standard deviation	0.9471446276
Coefficient of variation (CV)	-34.77857867
Kurtosis	346.8146057
Mean	-0.02723356341
Median Absolute Deviation (MAD)	0.3121716976
Skewness	9.555936813
Sum	-13616.7817
Variance	0.8970829248
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.6139547825	3	< 0.1%
-0.5749648809	3	< 0.1%
-0.6960415244	3	< 0.1%
-0.7488352656	3	< 0.1%
-0.7727298737	3	< 0.1%
-0.5016165376	3	< 0.1%
-0.5213629007	3	< 0.1%
-0.7551268339	3	< 0.1%
-0.1990063488	2	< 0.1%
-0.4237026274	2	< 0.1%
Other values (497603)	499972	> 99.9%

Value	Count	Frequency (%)
-1.662664652	1	< 0.1%
-1.582692623	1	< 0.1%
-1.55123961	1	< 0.1%
-1.543583035	1	< 0.1%
-1.542114496	1	< 0.1%

Value	Count	Frequency (%)
90.77062225	1	< 0.1%
59.06419754	1	< 0.1%
44.93503571	1	< 0.1%
44.70824051	1	< 0.1%
43.22764587	1	< 0.1%

feature_13
Real number (ℝ)

Distinct	496274
Distinct (%)	99.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.01707147761

Minimum	-0.8443687558
Maximum	61.18650055
Zeros	0
Zeros (%)	0.0%
Negative	369059
Negative (%)	73.8%
Memory size	1.9 MiB

Quantile statistics

Minimum	-0.8443687558
5-th percentile	-0.5170108229
Q1	-0.3847115785
median	-0.2522026449
Q3	0.02242526878
95-th percentile	1.174295098
Maximum	61.18650055
Range	62.03086853
Interquartile range (IQR)	0.4071368473

Descriptive statistics

Standard deviation	0.9257969856
Coefficient of variation (CV)	-54.23062998
Kurtosis	351.4857788
Mean	-0.01707147761
Median Absolute Deviation (MAD)	0.1670943946
Skewness	12.13565731
Sum	-8535.738806
Variance	0.8571000099
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.4143741727	3	< 0.1%
-0.286347121	3	< 0.1%
-0.2602641881	3	< 0.1%
-0.3396595716	3	< 0.1%
-0.3081824481	3	< 0.1%
-0.2985197008	3	< 0.1%
-0.3029237092	3	< 0.1%
-0.385799408	3	< 0.1%
-0.276040405	3	< 0.1%
-0.4278815091	3	< 0.1%
Other values (496264)	499970	> 99.9%

Value	Count	Frequency (%)
-0.8443687558	1	< 0.1%
-0.8217619658	1	< 0.1%
-0.7921802402	1	< 0.1%
-0.7772025466	1	< 0.1%
-0.7737619281	1	< 0.1%

Value	Count	Frequency (%)
61.18650055	1	< 0.1%
59.5750351	1	< 0.1%
51.75345612	1	< 0.1%
51.05547333	1	< 0.1%
50.10698318	1	< 0.1%

feature_14
Real number (ℝ)

Distinct	497216
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.02606652532

Minimum	-1.293517947
Maximum	64.78554535
Zeros	0
Zeros (%)	0.0%
Negative	346679
Negative (%)	69.3%
Memory size	1.9 MiB

Quantile statistics

Minimum	-1.293517947
5-th percentile	-0.7054941922
Q1	-0.4736182913
median	-0.2532109171
Q3	0.1156402156
95-th percentile	1.334778231
Maximum	64.78554535
Range	66.07906342
Interquartile range (IQR)	0.5892585069

Descriptive statistics

Standard deviation	0.9364860654
Coefficient of variation (CV)	-35.92677021
Kurtosis	222.8790894
Mean	-0.02606652532
Median Absolute Deviation (MAD)	0.265368551
Skewness	9.066485405
Sum	-13033.26266
Variance	0.8770061135
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.3263443112	3	< 0.1%
-0.5203970075	3	< 0.1%
-0.6087397337	3	< 0.1%
-0.400608182	3	< 0.1%
-0.4047854245	3	< 0.1%
-0.5583034754	3	< 0.1%
-0.566493094	3	< 0.1%
0.2682869732	3	< 0.1%
-0.4632849395	3	< 0.1%
-0.5054425597	3	< 0.1%
Other values (497206)	499970	> 99.9%

Value	Count	Frequency (%)
-1.293517947	1	< 0.1%
-1.216425776	1	< 0.1%
-1.214545131	1	< 0.1%
-1.200912714	1	< 0.1%
-1.194649458	1	< 0.1%

Value	Count	Frequency (%)
64.78554535	1	< 0.1%
46.70792389	1	< 0.1%
45.00522232	1	< 0.1%
43.69091797	1	< 0.1%
39.13582993	1	< 0.1%

feature_15
Real number (ℝ)

Missing

Distinct	483556
Distinct (%)	99.3%
Missing	12955
Missing (%)	2.6%
Infinite	0
Infinite (%)	0.0%
Mean	-0.1747385461

Minimum	-1.554495811
Maximum	65.01383209
Zeros	0
Zeros (%)	0.0%
Negative	376848
Negative (%)	75.4%
Memory size	1.9 MiB

Quantile statistics

Minimum	-1.554495811
5-th percentile	-0.9138921261
Q1	-0.6587345004
median	-0.4231179655
Q3	-0.05434686318
95-th percentile	1.581811213
Maximum	65.01383209
Range	66.56832886
Interquartile range (IQR)	0.6043876372

Descriptive statistics

Standard deviation	0.9333329201
Coefficient of variation (CV)	-5.341311008
Kurtosis	124.1541748
Mean	-0.1747385461
Median Absolute Deviation (MAD)	0.2787862718
Skewness	5.351039886
Sum	-85105.5352
Variance	0.8711103797
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.5387465358	3	< 0.1%
-0.5586684942	3	< 0.1%
-0.4286290109	3	< 0.1%
-0.5659464002	3	< 0.1%
-0.4118321538	3	< 0.1%
-0.3966788054	3	< 0.1%
-0.5713863969	3	< 0.1%
-0.5572249293	3	< 0.1%
-0.5274878144	3	< 0.1%
-0.6471197605	3	< 0.1%
Other values (483546)	487015	97.4%
(Missing)	12955	2.6%

Value	Count	Frequency (%)
-1.554495811	1	< 0.1%
-1.550678492	1	< 0.1%
-1.497724175	1	< 0.1%
-1.489154696	1	< 0.1%
-1.483770967	1	< 0.1%

Value	Count	Frequency (%)
65.01383209	1	< 0.1%
55.66867065	1	< 0.1%
37.42133713	1	< 0.1%
37.01302719	1	< 0.1%
35.76119614	1	< 0.1%

feature_16
Real number (ℝ)

Distinct	496045
Distinct (%)	99.2%
Missing	3
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	-0.1424208355

Minimum	-1.482304573
Maximum	87.71739197
Zeros	0
Zeros (%)	0.0%
Negative	383591
Negative (%)	76.7%
Memory size	1.9 MiB

Quantile statistics

Minimum	-1.482304573
5-th percentile	-0.8232172847
Q1	-0.5964646935
median	-0.3946303427
Q3	-0.04215730354
95-th percentile	1.419666171
Maximum	87.71739197
Range	89.1996994
Interquartile range (IQR)	0.55430739

Descriptive statistics

Standard deviation	0.9260674119
Coefficient of variation (CV)	-6.502330985
Kurtosis	281.4910278
Mean	-0.1424208355
Median Absolute Deviation (MAD)	0.2456267178
Skewness	7.085734367
Sum	-71209.99051
Variance	0.8576008677
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.5849714875	3	< 0.1%
-0.5393738747	3	< 0.1%
-0.5045964718	3	< 0.1%
-0.3784634471	3	< 0.1%
-0.5172361732	3	< 0.1%
-0.7268137932	3	< 0.1%
-0.3743662834	3	< 0.1%
-0.5917854905	3	< 0.1%
-0.5690270662	3	< 0.1%
-0.6498911977	3	< 0.1%
Other values (496035)	499967	> 99.9%

Value	Count	Frequency (%)
-1.482304573	1	< 0.1%
-1.466191053	1	< 0.1%
-1.458322287	1	< 0.1%
-1.435928345	1	< 0.1%
-1.398847699	1	< 0.1%

Value	Count	Frequency (%)
87.71739197	1	< 0.1%
73.30442047	1	< 0.1%
33.6957283	1	< 0.1%
31.20006943	1	< 0.1%
28.36130524	1	< 0.1%

feature_17
Real number (ℝ)

Distinct	494005
Distinct (%)	99.3%
Missing	2283
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	-0.1676503775

Minimum	-1.555193067
Maximum	62.01698685
Zeros	0
Zeros (%)	0.0%
Negative	384200
Negative (%)	76.8%
Memory size	1.9 MiB

Quantile statistics

Minimum	-1.555193067
5-th percentile	-0.89302665
Q1	-0.6460909843
median	-0.4196410179
Q3	-0.05307219177
95-th percentile	1.561877203
Maximum	62.01698685
Range	63.5721817
Interquartile range (IQR)	0.5930187926

Descriptive statistics

Standard deviation	0.9335672259
Coefficient of variation (CV)	-5.568536378
Kurtosis	128.0661469
Mean	-0.1676503775
Median Absolute Deviation (MAD)	0.2702301741
Skewness	5.501729488
Sum	-83442.44294
Variance	0.8715477586
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.5647603273	3	< 0.1%
-0.7801936865	3	< 0.1%
-0.6194733977	3	< 0.1%
-0.5780843496	3	< 0.1%
-0.2665298879	3	< 0.1%
-0.4340590239	3	< 0.1%
-0.4727504253	3	< 0.1%
-0.4780375957	3	< 0.1%
-0.6355096102	3	< 0.1%
-0.6214714646	3	< 0.1%
Other values (493995)	497687	99.5%
(Missing)	2283	0.5%

Value	Count	Frequency (%)
-1.555193067	1	< 0.1%
-1.497623801	1	< 0.1%
-1.44842875	1	< 0.1%
-1.444757938	1	< 0.1%
-1.440953135	1	< 0.1%

Value	Count	Frequency (%)
62.01698685	1	< 0.1%
54.98829651	1	< 0.1%
48.25149155	1	< 0.1%
47.88669968	1	< 0.1%
37.89884567	1	< 0.1%

feature_18
Real number (ℝ)

Distinct	498286
Distinct (%)	99.7%
Missing	3
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.002086665881

Minimum	-5.308614254
Maximum	5.036973476
Zeros	0
Zeros (%)	0.0%
Negative	247496
Negative (%)	49.5%
Memory size	1.9 MiB

Quantile statistics

Minimum	-5.308614254
5-th percentile	-1.721270585
Q1	-0.6925414205
median	0.01279576961
Q3	0.6981568336
95-th percentile	1.709782386
Maximum	5.036973476
Range	10.34558773
Interquartile range (IQR)	1.390698254

Descriptive statistics

Standard deviation	1.0378654
Coefficient of variation (CV)	497.379772
Kurtosis	-0.01668167487
Mean	0.002086665881
Median Absolute Deviation (MAD)	0.695263207
Skewness	-0.01473309472
Sum	1043.326681
Variance	1.077164531
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.073324084	3	< 0.1%
0.6580033898	3	< 0.1%
-1.02382195	3	< 0.1%
0.6757823825	3	< 0.1%
-0.7362591624	2	< 0.1%
-0.7562180758	2	< 0.1%
1.279775858	2	< 0.1%
-0.6019257307	2	< 0.1%
-0.7125737071	2	< 0.1%
0.6116042137	2	< 0.1%
Other values (498276)	499973	> 99.9%
(Missing)	3	< 0.1%

Value	Count	Frequency (%)
-5.308614254	1	< 0.1%
-4.11022234	1	< 0.1%
-4.051938057	1	< 0.1%
-4.047477245	1	< 0.1%
-4.040000439	1	< 0.1%

Value	Count	Frequency (%)
5.036973476	1	< 0.1%
4.846122265	1	< 0.1%
4.684274673	1	< 0.1%
4.662919521	1	< 0.1%
4.610805035	1	< 0.1%

feature_19
Real number (ℝ)

Distinct	498377
Distinct (%)	99.7%
Missing	3
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	-0.01708702604

Minimum	-5.449372768
Maximum	4.977899551
Zeros	0
Zeros (%)	0.0%
Negative	251814
Negative (%)	50.4%
Memory size	1.9 MiB

Quantile statistics

Minimum	-5.449372768
5-th percentile	-1.781216574
Q1	-0.7185196877
median	-0.009712993167
Q3	0.7073963881
95-th percentile	1.697527623
Maximum	4.977899551
Range	10.4272728
Interquartile range (IQR)	1.425916076

Descriptive statistics

Standard deviation	1.057039618
Coefficient of variation (CV)	-61.86211784
Kurtosis	-0.0461936444
Mean	-0.01708702604
Median Absolute Deviation (MAD)	0.7131653428
Skewness	-0.04294909164
Sum	-8543.461759
Variance	1.117332816
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.409379482	3	< 0.1%
-0.957732141	3	< 0.1%
-0.6734220982	3	< 0.1%
0.9431322813	3	< 0.1%
-0.8393697739	2	< 0.1%
1.119601011	2	< 0.1%
0.6653166413	2	< 0.1%
-0.4031866789	2	< 0.1%
-0.9378893971	2	< 0.1%
-1.572425246	2	< 0.1%
Other values (498367)	499973	> 99.9%
(Missing)	3	< 0.1%

Value	Count	Frequency (%)
-5.449372768	1	< 0.1%
-4.983817101	1	< 0.1%
-4.345885754	1	< 0.1%
-4.332151413	1	< 0.1%
-4.167984486	1	< 0.1%

Value	Count	Frequency (%)
4.977899551	1	< 0.1%
4.968849659	1	< 0.1%
4.901758194	1	< 0.1%
4.882615566	1	< 0.1%
4.878134727	1	< 0.1%

feature_20
Real number (ℝ)

Distinct	50354
Distinct (%)	10.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.1206879259

Minimum	-4.620031357
Maximum	5.421158791
Zeros	0
Zeros (%)	0.0%
Negative	284612
Negative (%)	56.9%
Memory size	1.9 MiB

Quantile statistics

Minimum	-4.620031357
5-th percentile	-1.671584964
Q1	-0.7019103169
median	-0.1392442435
Q3	0.4440056384
95-th percentile	1.449715018
Maximum	5.421158791
Range	10.04119015
Interquartile range (IQR)	1.145915955

Descriptive statistics

Standard deviation	0.9443704486
Coefficient of variation (CV)	-7.824895837
Kurtosis	0.9378643632
Mean	-0.1206879259
Median Absolute Deviation (MAD)	0.5719677806
Skewness	0.1817917973
Sum	-60343.96293
Variance	0.8918355703
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3088104427	38	< 0.1%
0.0005330502172	38	< 0.1%
0.4280347526	37	< 0.1%
1.776622772	37	< 0.1%
0.2876160443	36	< 0.1%
-0.3050113022	36	< 0.1%
-0.8957885504	36	< 0.1%
0.7150303721	36	< 0.1%
-2.276093483	35	< 0.1%
1.543219566	35	< 0.1%
Other values (50344)	499636	99.9%

Value	Count	Frequency (%)
-4.620031357	8	< 0.1%
-4.350789547	11	< 0.1%
-3.953416824	9	< 0.1%
-3.896194935	16	< 0.1%
-3.867288589	5	< 0.1%

Value	Count	Frequency (%)
5.421158791	13	< 0.1%
5.36936903	21	< 0.1%
5.247256756	10	< 0.1%
4.823106766	19	< 0.1%
4.764411926	14	< 0.1%

feature_21
Real number (ℝ)

Missing Skewed

Distinct	40455
Distinct (%)	11.8%
Missing	157351
Missing (%)	31.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.03085686778

Minimum	-0.558637023
Maximum	161.4867706
Zeros	0
Zeros (%)	0.0%
Negative	212494
Negative (%)	42.5%
Memory size	1.9 MiB

Quantile statistics

Minimum	-0.558637023
5-th percentile	-0.3084590137
Q1	-0.1990834922
median	-0.07801997662
Q3	0.129134804
95-th percentile	0.7262582779
Maximum	161.4867706
Range	162.0454102
Interquartile range (IQR)	0.3282182962

Descriptive statistics

Standard deviation	0.9465070963
Coefficient of variation (CV)	30.67411453
Kurtosis	24707.82617
Mean	0.03085686778
Median Absolute Deviation (MAD)	0.1447087675
Skewness	145.0280457
Sum	10573.07489
Variance	0.8958756328
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.05008154735	25	< 0.1%
0.8468207717	24	< 0.1%
0.342433095	23	< 0.1%
-0.08989790827	23	< 0.1%
0.06703450531	23	< 0.1%
-0.2946572006	23	< 0.1%
0.2274991125	22	< 0.1%
-0.06749562919	22	< 0.1%
0.6069555283	22	< 0.1%
-0.1701645553	22	< 0.1%
Other values (40445)	342420	68.5%
(Missing)	157351	31.5%

Value	Count	Frequency (%)
-0.558637023	11	< 0.1%
-0.5039904714	6	< 0.1%
-0.4806044102	14	< 0.1%
-0.4742308855	11	< 0.1%
-0.4705778956	5	< 0.1%

Value	Count	Frequency (%)
161.4867706	10	< 0.1%
5.35051012	7	< 0.1%
5.080124378	12	< 0.1%
4.440326214	6	< 0.1%
4.347686768	10	< 0.1%

feature_22
Real number (ℝ)

Distinct	50357
Distinct (%)	10.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.05735769527

Minimum	-2.602897882
Maximum	4.128448963
Zeros	0
Zeros (%)	0.0%
Negative	269481
Negative (%)	53.9%
Memory size	1.9 MiB

Quantile statistics

Minimum	-2.602897882
5-th percentile	-1.305572391
Q1	-0.6826721579
median	-0.1008650512
Q3	0.674701035
95-th percentile	1.941261786
Maximum	4.128448963
Range	6.731347084
Interquartile range (IQR)	1.357373193

Descriptive statistics

Standard deviation	0.9909996986
Coefficient of variation (CV)	17.27753694
Kurtosis	-0.03199113905
Mean	0.05735769527
Median Absolute Deviation (MAD)	0.6558102965
Skewness	0.6114872694
Sum	28678.84764
Variance	0.9820804
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.1799109131	38	< 0.1%
0.6646927595	38	< 0.1%
0.7247776985	37	< 0.1%
-0.566809833	36	< 0.1%
0.7383115292	36	< 0.1%
-0.5987278223	36	< 0.1%
2.309506655	36	< 0.1%
0.2868216932	35	< 0.1%
0.2613121271	35	< 0.1%
1.200494885	35	< 0.1%
Other values (50347)	499638	99.9%

Value	Count	Frequency (%)
-2.602897882	10	< 0.1%
-2.510698557	13	< 0.1%
-2.488610268	13	< 0.1%
-2.486122847	10	< 0.1%
-2.470806599	14	< 0.1%

Value	Count	Frequency (%)
4.128448963	10	< 0.1%
3.755303383	17	< 0.1%
3.741806507	9	< 0.1%
3.67589736	14	< 0.1%
3.603843212	16	< 0.1%

feature_23
Real number (ℝ)

Distinct	50344
Distinct (%)	10.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.06992866335

Minimum	-2.585010767
Maximum	3.243720055
Zeros	0
Zeros (%)	0.0%
Negative	262130
Negative (%)	52.4%
Memory size	1.9 MiB

Quantile statistics

Minimum	-2.585010767
5-th percentile	-1.297837019
Q1	-0.6910067797
median	-0.06562043726
Q3	0.786108315
95-th percentile	1.758408189
Maximum	3.243720055
Range	5.828730583
Interquartile range (IQR)	1.477115095

Descriptive statistics

Standard deviation	0.958139956
Coefficient of variation (CV)	13.70167697
Kurtosis	-0.7458870411
Mean	0.06992866335
Median Absolute Deviation (MAD)	0.7102633119
Skewness	0.3370256424
Sum	34964.33167
Variance	0.9180322289
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.122704625	40	< 0.1%
0.3416971862	38	< 0.1%
-0.003028888954	38	< 0.1%
1.273375988	37	< 0.1%
0.8906701207	36	< 0.1%
-0.711881876	36	< 0.1%
-0.6331958175	36	< 0.1%
1.951609254	36	< 0.1%
-0.02188127115	35	< 0.1%
0.8502454758	35	< 0.1%
Other values (50334)	499633	99.9%

Value	Count	Frequency (%)
-2.585010767	9	< 0.1%
-2.487529516	7	< 0.1%
-2.484238386	13	< 0.1%
-2.423340559	16	< 0.1%
-2.335658312	15	< 0.1%

Value	Count	Frequency (%)
3.243720055	8	< 0.1%
2.896742344	24	< 0.1%
2.851498842	20	< 0.1%
2.750185013	7	< 0.1%
2.734635115	3	< 0.1%

feature_24
Real number (ℝ)

Distinct	50357
Distinct (%)	10.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3747812198

Minimum	-3.234935284
Maximum	10.74445152
Zeros	0
Zeros (%)	0.0%
Negative	223943
Negative (%)	44.8%
Memory size	1.9 MiB

Quantile statistics

Minimum	-3.234935284
5-th percentile	-1.499569553
Q1	-0.5975886583
median	0.1613406166
Q3	1.092627406
95-th percentile	2.943855047
Maximum	10.74445152
Range	13.97938728
Interquartile range (IQR)	1.690216064

Descriptive statistics

Standard deviation	1.405816197
Coefficient of variation (CV)	3.751031597
Kurtosis	2.730148077
Mean	0.3747812198
Median Absolute Deviation (MAD)	0.826687932
Skewness	1.170423985
Sum	187390.6099
Variance	1.976319194
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.073229074	38	< 0.1%
-0.9047803879	38	< 0.1%
-0.1103448793	37	< 0.1%
-2.399110556	36	< 0.1%
-1.787954807	36	< 0.1%
-0.7975934148	36	< 0.1%
-1.528750062	36	< 0.1%
-0.8515459299	35	< 0.1%
-1.455731273	35	< 0.1%
0.6027555466	35	< 0.1%
Other values (50347)	499638	99.9%

Value	Count	Frequency (%)
-3.234935284	9	< 0.1%
-3.110883951	25	< 0.1%
-2.99842906	8	< 0.1%
-2.975761652	20	< 0.1%
-2.959194422	28	< 0.1%

Value	Count	Frequency (%)
10.74445152	7	< 0.1%
10.10992432	10	< 0.1%
10.10790157	7	< 0.1%
10.07018852	6	< 0.1%
9.898862839	12	< 0.1%

feature_25
Real number (ℝ)

Distinct	50355
Distinct (%)	10.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.09339186798

Minimum	-2.178431273
Maximum	4.136297226
Zeros	0
Zeros (%)	0.0%
Negative	267228
Negative (%)	53.4%
Memory size	1.9 MiB

Quantile statistics

Minimum	-2.178431273
5-th percentile	-1.253325582
Q1	-0.7277455926
median	-0.1042831019
Q3	0.7975894809
95-th percentile	2.021977186
Maximum	4.136297226
Range	6.314728737
Interquartile range (IQR)	1.525335073

Descriptive statistics

Standard deviation	1.026920795
Coefficient of variation (CV)	10.9958267
Kurtosis	-0.3302359581
Mean	0.09339186798
Median Absolute Deviation (MAD)	0.7257757187
Skewness	0.6219798326
Sum	46695.93399
Variance	1.054566264
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.7296752334	40	< 0.1%
-0.4052195549	38	< 0.1%
0.3080278039	38	< 0.1%
1.454923153	37	< 0.1%
0.8196409345	37	< 0.1%
-0.8801627159	36	< 0.1%
-0.4449898303	36	< 0.1%
0.3766326606	36	< 0.1%
-1.572180271	36	< 0.1%
1.885299802	35	< 0.1%
Other values (50345)	499631	99.9%

Value	Count	Frequency (%)
-2.178431273	6	< 0.1%
-2.04921627	13	< 0.1%
-2.04159236	9	< 0.1%
-2.040929079	7	< 0.1%
-2.00875783	11	< 0.1%

Value	Count	Frequency (%)
4.136297226	11	< 0.1%
3.704609632	8	< 0.1%
3.698759079	11	< 0.1%
3.671051979	8	< 0.1%
3.668504953	4	< 0.1%

feature_26
Real number (ℝ)

Missing

Distinct	40458
Distinct (%)	11.8%
Missing	157351
Missing (%)	31.5%
Infinite	0
Infinite (%)	0.0%
Mean	-0.04578149429

Minimum	-3.451056242
Maximum	4.862732887
Zeros	0
Zeros (%)	0.0%
Negative	175717
Negative (%)	35.1%
Memory size	1.9 MiB

Quantile statistics

Minimum	-3.451056242
5-th percentile	-1.56780076
Q1	-0.7979549766
median	-0.03095868975
Q3	0.4638816118
95-th percentile	1.976815104
Maximum	4.862732887
Range	8.313789368
Interquartile range (IQR)	1.261836588

Descriptive statistics

Standard deviation	1.052272081
Coefficient of variation (CV)	-22.98466002
Kurtosis	1.424780369
Mean	-0.04578149429
Median Absolute Deviation (MAD)	0.5836060047
Skewness	0.828297019
Sum	-15686.98324
Variance	1.107276559
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5642098188	25	< 0.1%
3.294192553	24	< 0.1%
-1.702740073	23	< 0.1%
0.3353464007	23	< 0.1%
-0.3175221384	23	< 0.1%
0.3064679801	23	< 0.1%
0.4503796697	22	< 0.1%
0.5095683932	22	< 0.1%
0.2734793127	22	< 0.1%
3.769282103	22	< 0.1%
Other values (40448)	342420	68.5%
(Missing)	157351	31.5%

Value	Count	Frequency (%)
-3.451056242	10	< 0.1%
-2.815844536	11	< 0.1%
-2.729985714	8	< 0.1%
-2.712827921	12	< 0.1%
-2.633948088	10	< 0.1%

Value	Count	Frequency (%)
4.862732887	7	< 0.1%
4.702494144	7	< 0.1%
4.699014664	5	< 0.1%
4.674118519	3	< 0.1%
4.65981245	8	< 0.1%

feature_27
Real number (ℝ)

Missing

Distinct	40448
Distinct (%)	11.8%
Missing	157351
Missing (%)	31.5%
Infinite	0
Infinite (%)	0.0%
Mean	-0.2282055722

Minimum	-3.475544453
Maximum	2.643550396
Zeros	0
Zeros (%)	0.0%
Negative	202876
Negative (%)	40.6%
Memory size	1.9 MiB

Quantile statistics

Minimum	-3.475544453
5-th percentile	-1.863591313
Q1	-1.050970316
median	-0.3012425303
Q3	0.5864010453
95-th percentile	1.555080891
Maximum	2.643550396
Range	6.119094849
Interquartile range (IQR)	1.637371361

Descriptive statistics

Standard deviation	1.061035514
Coefficient of variation (CV)	-4.649472419
Kurtosis	-0.7561329007
Mean	-0.2282055722
Median Absolute Deviation (MAD)	0.8124396801
Skewness	0.1187663674
Sum	-78194.41112
Variance	1.125796318
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.06169343	26	< 0.1%
-0.5787997246	25	< 0.1%
-0.1674537361	25	< 0.1%
-1.538516045	24	< 0.1%
-0.7258479595	24	< 0.1%
-2.38964653	24	< 0.1%
-1.133966446	23	< 0.1%
-0.9116048217	23	< 0.1%
-1.874202251	23	< 0.1%
-0.9865882993	22	< 0.1%
Other values (40438)	342410	68.5%
(Missing)	157351	31.5%

Value	Count	Frequency (%)
-3.475544453	8	< 0.1%
-3.322087526	6	< 0.1%
-3.319728851	10	< 0.1%
-3.281071901	11	< 0.1%
-3.268897772	7	< 0.1%

Value	Count	Frequency (%)
2.643550396	7	< 0.1%
2.618360281	10	< 0.1%
2.603527069	7	< 0.1%
2.566266298	7	< 0.1%
2.511871576	6	< 0.1%

feature_28
Real number (ℝ)

Distinct	50351
Distinct (%)	10.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.1269450002

Minimum	-4.063898087
Maximum	2.88090992
Zeros	0
Zeros (%)	0.0%
Negative	273215
Negative (%)	54.6%
Memory size	1.9 MiB

Quantile statistics

Minimum	-4.063898087
5-th percentile	-1.810172677
Q1	-0.8995479345
median	-0.1583277434
Q3	0.6664626598
95-th percentile	1.576732874
Maximum	2.88090992
Range	6.944808006
Interquartile range (IQR)	1.566010594

Descriptive statistics

Standard deviation	1.040834665
Coefficient of variation (CV)	-8.199099324
Kurtosis	-0.6396102905
Mean	-0.1269450002
Median Absolute Deviation (MAD)	0.7811542749
Skewness	-0.02042100951
Sum	-63472.50009
Variance	1.083336711
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.585870266	38	< 0.1%
0.91783005	38	< 0.1%
-0.8685621619	37	< 0.1%
0.6290332079	36	< 0.1%
-0.2316966504	36	< 0.1%
2.122717381	36	< 0.1%
0.7699365616	36	< 0.1%
2.076316833	35	< 0.1%
0.1455345154	35	< 0.1%
-0.5173721313	35	< 0.1%
Other values (50341)	499638	99.9%

Value	Count	Frequency (%)
-4.063898087	5	< 0.1%
-3.672041416	10	< 0.1%
-3.516058207	11	< 0.1%
-3.428661823	4	< 0.1%
-3.384319305	10	< 0.1%

Value	Count	Frequency (%)
2.88090992	13	< 0.1%
2.685486078	10	< 0.1%
2.580112457	10	< 0.1%
2.569486856	15	< 0.1%
2.52071619	6	< 0.1%

feature_29
Real number (ℝ)

Distinct	50320
Distinct (%)	10.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.1687144933

Minimum	-1.595729709
Maximum	7.534705639
Zeros	0
Zeros (%)	0.0%
Negative	389396
Negative (%)	77.9%
Memory size	1.9 MiB

Quantile statistics

Minimum	-1.595729709
5-th percentile	-0.8413043022
Q1	-0.6300615072
median	-0.4510925412
Q3	-0.08304779232
95-th percentile	1.716184378
Maximum	7.534705639
Range	9.13043499
Interquartile range (IQR)	0.5470137149

Descriptive statistics

Standard deviation	0.8863870502
Coefficient of variation (CV)	-5.253769446
Kurtosis	11.37009335
Mean	-0.1687144933
Median Absolute Deviation (MAD)	0.2291833311
Skewness	3.042381287
Sum	-84357.24667
Variance	0.7856820226
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.7990236282	38	< 0.1%
-0.2925106585	38	< 0.1%
-0.4556641877	37	< 0.1%
2.297555208	37	< 0.1%
-0.1160385907	36	< 0.1%
-0.5124350786	36	< 0.1%
-0.1815849245	36	< 0.1%
-0.5159287453	36	< 0.1%
1.453950405	35	< 0.1%
0.07041183859	35	< 0.1%
Other values (50310)	499636	99.9%

Value	Count	Frequency (%)
-1.595729709	9	< 0.1%
-1.431867719	9	< 0.1%
-1.37231493	7	< 0.1%
-1.357452512	10	< 0.1%
-1.336721063	3	< 0.1%

Value	Count	Frequency (%)
7.534705639	6	< 0.1%
7.524597168	8	< 0.1%
7.285614491	8	< 0.1%
7.273420334	16	< 0.1%
7.173436642	6	< 0.1%

feature_30
Real number (ℝ)

Distinct	50317
Distinct (%)	10.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.1762103075

Minimum	-1.670693398
Maximum	9.410682678
Zeros	0
Zeros (%)	0.0%
Negative	382899
Negative (%)	76.6%
Memory size	1.9 MiB

Quantile statistics

Minimum	-1.670693398
5-th percentile	-0.9509541363
Q1	-0.6890246868
median	-0.4489228725
Q3	-0.03680639341
95-th percentile	1.736324668
Maximum	9.410682678
Range	11.08137608
Interquartile range (IQR)	0.6522182934

Descriptive statistics

Standard deviation	0.9553546906
Coefficient of variation (CV)	-5.421673135
Kurtosis	13.72438812
Mean	-0.1762103075
Median Absolute Deviation (MAD)	0.2908672392
Skewness	3.188716412
Sum	-88105.15377
Variance	0.9127025604
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0516650416	38	< 0.1%
-0.395521462	38	< 0.1%
1.84189105	37	< 0.1%
-0.06413264573	36	< 0.1%
0.30639714	36	< 0.1%
0.2261872888	36	< 0.1%
0.1041995883	36	< 0.1%
-0.04746239632	35	< 0.1%
1.528331041	35	< 0.1%
-0.06855002046	35	< 0.1%
Other values (50307)	499638	99.9%

Value	Count	Frequency (%)
-1.670693398	7	< 0.1%
-1.590399742	10	< 0.1%
-1.48509264	9	< 0.1%
-1.472679377	5	< 0.1%
-1.469736338	5	< 0.1%

Value	Count	Frequency (%)
9.410682678	7	< 0.1%
9.335816383	6	< 0.1%
9.321818352	21	< 0.1%
8.844807625	11	< 0.1%
8.831897736	4	< 0.1%

feature_31
Real number (ℝ)

Missing Skewed

Distinct	40453
Distinct (%)	11.8%
Missing	157351
Missing (%)	31.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.02930458091

Minimum	-0.5034983158
Maximum	127.9803696
Zeros	0
Zeros (%)	0.0%
Negative	212494
Negative (%)	42.5%
Memory size	1.9 MiB

Quantile statistics

Minimum	-0.5034983158
5-th percentile	-0.3109466732
Q1	-0.199740842
median	-0.07793499529
Q3	0.1288889647
95-th percentile	0.7326647043
Maximum	127.9803696
Range	128.4838715
Interquartile range (IQR)	0.3286298066

Descriptive statistics

Standard deviation	0.7819860578
Coefficient of variation (CV)	26.68477192
Kurtosis	20916.67773
Mean	0.02930458091
Median Absolute Deviation (MAD)	0.1458503008
Skewness	128.129303
Sum	10041.18534
Variance	0.6115022302
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.06095327809	25	< 0.1%
-0.2424827516	24	< 0.1%
0.8179574609	24	< 0.1%
0.192691505	23	< 0.1%
-0.2678584456	23	< 0.1%
-0.3069110215	23	< 0.1%
0.08655823022	23	< 0.1%
-0.08753153682	22	< 0.1%
-0.2164745778	22	< 0.1%
-0.1565289348	22	< 0.1%
Other values (40443)	342418	68.5%
(Missing)	157351	31.5%

Value	Count	Frequency (%)
-0.5034983158	3	< 0.1%
-0.4729443789	10	< 0.1%
-0.4706570208	9	< 0.1%
-0.4687861204	7	< 0.1%
-0.4683173895	9	< 0.1%

Value	Count	Frequency (%)
127.9803696	10	< 0.1%
4.820026875	11	< 0.1%
4.384478092	11	< 0.1%
4.348082542	5	< 0.1%
4.115830421	8	< 0.1%

feature_32
Real number (ℝ)

Missing

Distinct	493110
Distinct (%)	99.7%
Missing	5204
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.33565953

Minimum	-4.264006138
Maximum	5.360836029
Zeros	0
Zeros (%)	0.0%
Negative	199781
Negative (%)	40.0%
Memory size	1.9 MiB

Quantile statistics

Minimum	-4.264006138
5-th percentile	-1.619729906
Q1	-0.5005568117
median	0.294917047
Q3	1.134819627
95-th percentile	2.520977736
Maximum	5.360836029
Range	9.62484169
Interquartile range (IQR)	1.635376438

Descriptive statistics

Standard deviation	1.222786069
Coefficient of variation (CV)	3.642935653
Kurtosis	-0.1641891748
Mean	0.33565953
Median Absolute Deviation (MAD)	0.8167670965
Skewness	0.1059684977
Sum	166082.9928
Variance	1.495205879
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.119875312	3	< 0.1%
0.8830444217	3	< 0.1%
-1.16547358	3	< 0.1%
1.212019801	3	< 0.1%
1.08214891	3	< 0.1%
0.398532033	2	< 0.1%
1.419982314	2	< 0.1%
2.489690542	2	< 0.1%
-0.2578561604	2	< 0.1%
2.021629333	2	< 0.1%
Other values (493100)	494771	99.0%
(Missing)	5204	1.0%

Value	Count	Frequency (%)
-4.264006138	1	< 0.1%
-4.139046192	1	< 0.1%
-4.064507961	1	< 0.1%
-4.05898571	1	< 0.1%
-4.024407387	1	< 0.1%

Value	Count	Frequency (%)
5.360836029	1	< 0.1%
5.192491055	1	< 0.1%
4.315651417	1	< 0.1%
4.188996792	1	< 0.1%
4.181530952	1	< 0.1%

feature_33
Real number (ℝ)

Missing

Distinct	493184
Distinct (%)	99.7%
Missing	5204
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.01091075365

Minimum	-4.12948513
Maximum	5.339937687
Zeros	0
Zeros (%)	0.0%
Negative	249475
Negative (%)	49.9%
Memory size	1.9 MiB

Quantile statistics

Minimum	-4.12948513
5-th percentile	-1.709268481
Q1	-0.6846828163
median	-0.01070446242
Q3	0.6626527607
95-th percentile	1.684349775
Maximum	5.339937687
Range	9.469423294
Interquartile range (IQR)	1.347335577

Descriptive statistics

Standard deviation	1.022324681
Coefficient of variation (CV)	-93.69881443
Kurtosis	0.03303753212
Mean	-0.01091075365
Median Absolute Deviation (MAD)	0.67361027
Skewness	-0.006544743665
Sum	-5398.597262
Variance	1.045147657
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.046613216	3	< 0.1%
1.004590154	3	< 0.1%
0.8155550361	2	< 0.1%
-0.4252191186	2	< 0.1%
-1.052105665	2	< 0.1%
-0.4643164277	2	< 0.1%
-0.3691208363	2	< 0.1%
-2.147324324	2	< 0.1%
-0.6068873405	2	< 0.1%
-0.7934688926	2	< 0.1%
Other values (493174)	494774	99.0%
(Missing)	5204	1.0%

Value	Count	Frequency (%)
-4.12948513	1	< 0.1%
-3.97976017	1	< 0.1%
-3.930641651	1	< 0.1%
-3.924619198	1	< 0.1%
-3.884036541	1	< 0.1%

Value	Count	Frequency (%)
5.339937687	1	< 0.1%
5.106865406	1	< 0.1%
3.963414669	1	< 0.1%
3.93702054	1	< 0.1%
3.892780542	1	< 0.1%

feature_34
Real number (ℝ)

Distinct	498171
Distinct (%)	99.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3565600419

Minimum	-3.991115093
Maximum	4.469052792
Zeros	0
Zeros (%)	0.0%
Negative	201368
Negative (%)	40.3%
Memory size	1.9 MiB

Quantile statistics

Minimum	-3.991115093
5-th percentile	-1.604014158
Q1	-0.4973379001
median	0.2974417955
Q3	1.14695856
95-th percentile	2.675608993
Maximum	4.469052792
Range	8.460167885
Interquartile range (IQR)	1.64429646

Descriptive statistics

Standard deviation	1.247326374
Coefficient of variation (CV)	3.498222536
Kurtosis	-0.1066557392
Mean	0.3565600419
Median Absolute Deviation (MAD)	0.8204419017
Skewness	0.1817254275
Sum	178280.021
Variance	1.555823207
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.9885601997	3	< 0.1%
-1.59362638	3	< 0.1%
1.173543692	3	< 0.1%
0.9785820842	3	< 0.1%
-0.5860065222	2	< 0.1%
-0.6880629659	2	< 0.1%
1.002363682	2	< 0.1%
1.373036265	2	< 0.1%
0.3886755705	2	< 0.1%
0.8579511046	2	< 0.1%
Other values (498161)	499976	> 99.9%

Value	Count	Frequency (%)
-3.991115093	1	< 0.1%
-3.984764814	1	< 0.1%
-3.921731472	1	< 0.1%
-3.908265114	1	< 0.1%
-3.835686207	1	< 0.1%

Value	Count	Frequency (%)
4.469052792	1	< 0.1%
4.228700638	1	< 0.1%
4.179434299	1	< 0.1%
4.16300106	1	< 0.1%
4.143316269	1	< 0.1%

feature_35
Real number (ℝ)

Distinct	498340
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3556467436

Minimum	-4.311864376
Maximum	4.365178585
Zeros	0
Zeros (%)	0.0%
Negative	201196
Negative (%)	40.2%
Memory size	1.9 MiB

Quantile statistics

Minimum	-4.311864376
5-th percentile	-1.602331996
Q1	-0.4981539845
median	0.2983749211
Q3	1.148414999
95-th percentile	2.657568836
Maximum	4.365178585
Range	8.677042961
Interquartile range (IQR)	1.646568984

Descriptive statistics

Standard deviation	1.244326591
Coefficient of variation (CV)	3.498771221
Kurtosis	-0.1188509837
Mean	0.3556467436
Median Absolute Deviation (MAD)	0.8213787079
Skewness	0.1729190797
Sum	177823.3718
Variance	1.548348665
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.021812558	3	< 0.1%
-2.159742832	3	< 0.1%
0.7950675488	3	< 0.1%
1.03005445	3	< 0.1%
0.4702317119	3	< 0.1%
2.191737413	3	< 0.1%
1.764851689	2	< 0.1%
2.222332239	2	< 0.1%
2.183356047	2	< 0.1%
0.9582358003	2	< 0.1%
Other values (498330)	499974	> 99.9%

Value	Count	Frequency (%)
-4.311864376	1	< 0.1%
-4.058841228	1	< 0.1%
-4.054207325	1	< 0.1%
-4.028652191	1	< 0.1%
-3.908890963	1	< 0.1%

Value	Count	Frequency (%)
4.365178585	1	< 0.1%
4.343349934	1	< 0.1%
4.238349438	1	< 0.1%
4.187971592	1	< 0.1%
4.179965019	1	< 0.1%

feature_36
Real number (ℝ)

Distinct	498304
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.004079376206

Minimum	-3.976090193
Maximum	4.338851929
Zeros	0
Zeros (%)	0.0%
Negative	249085
Negative (%)	49.8%
Memory size	1.9 MiB

Quantile statistics

Minimum	-3.976090193
5-th percentile	-1.609610027
Q1	-0.6387707591
median	0.004367628833
Q3	0.6465026438
95-th percentile	1.618034142
Maximum	4.338851929
Range	8.31494236
Interquartile range (IQR)	1.285273403

Descriptive statistics

Standard deviation	0.9764672518
Coefficient of variation (CV)	239.3668058
Kurtosis	0.1174067035
Mean	0.004079376206
Median Absolute Deviation (MAD)	0.6425958872
Skewness	-0.002489929553
Sum	2039.688103
Variance	0.9534882903
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5664746761	3	< 0.1%
0.7866869569	3	< 0.1%
-0.8269407749	3	< 0.1%
1.097014666	3	< 0.1%
1.105957389	3	< 0.1%
-0.9778766036	3	< 0.1%
1.365356326	2	< 0.1%
-0.6888400912	2	< 0.1%
0.7808986902	2	< 0.1%
1.104411602	2	< 0.1%
Other values (498294)	499974	> 99.9%

Value	Count	Frequency (%)
-3.976090193	1	< 0.1%
-3.937385559	1	< 0.1%
-3.83612299	1	< 0.1%
-3.835918903	1	< 0.1%
-3.827939034	1	< 0.1%

Value	Count	Frequency (%)
4.338851929	1	< 0.1%
4.052276611	1	< 0.1%
4.001868248	1	< 0.1%
3.931216478	1	< 0.1%
3.77457881	1	< 0.1%

feature_37
Real number (ℝ)

Distinct	498598
Distinct (%)	99.7%
Missing	12
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.02593992923

Minimum	-9.199940681
Maximum	19.54344177
Zeros	0
Zeros (%)	0.0%
Negative	250341
Negative (%)	50.1%
Memory size	1.9 MiB

Quantile statistics

Minimum	-9.199940681
5-th percentile	-1.416144633
Q1	-0.4456622824
median	-0.001129664655
Q3	0.4639586881
95-th percentile	1.538867563
Maximum	19.54344177
Range	28.7433815
Interquartile range (IQR)	0.9096209705

Descriptive statistics

Standard deviation	0.9522807002
Coefficient of variation (CV)	36.71099839
Kurtosis	8.983151436
Mean	0.02593992923
Median Absolute Deviation (MAD)	0.4546796083
Skewness	0.6028351784
Sum	12969.65333
Variance	0.9068384767
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6488796473	3	< 0.1%
-0.3375352621	2	< 0.1%
-0.3589371741	2	< 0.1%
1.003489017	2	< 0.1%
-0.08759443462	2	< 0.1%
0.4954635501	2	< 0.1%
-0.8643878102	2	< 0.1%
0.2890025973	2	< 0.1%
-0.3313436806	2	< 0.1%
-0.5204463601	2	< 0.1%
Other values (498588)	499967	> 99.9%
(Missing)	12	< 0.1%

Value	Count	Frequency (%)
-9.199940681	1	< 0.1%
-9.122189522	1	< 0.1%
-9.097057343	1	< 0.1%
-8.548552513	1	< 0.1%
-8.387842178	1	< 0.1%

Value	Count	Frequency (%)
19.54344177	1	< 0.1%
18.55037498	1	< 0.1%
16.7430687	1	< 0.1%
15.69448185	1	< 0.1%
15.48580551	1	< 0.1%

feature_38
Real number (ℝ)

Distinct	498587
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.03246968855

Minimum	-27.65107727
Maximum	15.60413361
Zeros	0
Zeros (%)	0.0%
Negative	242743
Negative (%)	48.5%
Memory size	1.9 MiB

Quantile statistics

Minimum	-27.65107727
5-th percentile	-1.388153023
Q1	-0.4461056069
median	0.02239598148
Q3	0.4906490743
95-th percentile	1.526053548
Maximum	15.60413361
Range	43.25521088
Interquartile range (IQR)	0.9367546812

Descriptive statistics

Standard deviation	0.9501940608
Coefficient of variation (CV)	29.26403372
Kurtosis	12.07340527
Mean	0.03246968855
Median Absolute Deviation (MAD)	0.4683901668
Skewness	-0.06694792211
Sum	16234.84428
Variance	0.9028688073
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.3571316	3	< 0.1%
0.6488839388	3	< 0.1%
-0.1585389376	3	< 0.1%
-0.1596786976	2	< 0.1%
-0.5057793856	2	< 0.1%
-0.3829963207	2	< 0.1%
-0.9257175326	2	< 0.1%
-0.2137307376	2	< 0.1%
1.034113884	2	< 0.1%
-0.4240950942	2	< 0.1%
Other values (498577)	499977	> 99.9%

Value	Count	Frequency (%)
-27.65107727	1	< 0.1%
-24.77303886	1	< 0.1%
-22.84656906	1	< 0.1%
-19.60002708	1	< 0.1%
-19.44193649	1	< 0.1%

Value	Count	Frequency (%)
15.60413361	1	< 0.1%
15.2600069	1	< 0.1%
15.01883888	1	< 0.1%
14.40417767	1	< 0.1%
14.0585928	1	< 0.1%

feature_39
Real number (ℝ)

Missing

Distinct	446412
Distinct (%)	99.7%
Missing	52194
Missing (%)	10.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.002305807978

Minimum	-4.157635689
Maximum	4.053874493
Zeros	0
Zeros (%)	0.0%
Negative	225521
Negative (%)	45.1%
Memory size	1.9 MiB

Quantile statistics

Minimum	-4.157635689
5-th percentile	-1.630558729
Q1	-0.6608475149
median	-0.008901538327
Q3	0.6658705771
95-th percentile	1.659377158
Maximum	4.053874493
Range	8.211509705
Interquartile range (IQR)	1.326718092

Descriptive statistics

Standard deviation	0.999026835
Coefficient of variation (CV)	433.2654082
Kurtosis	0.104722403
Mean	0.002305807978
Median Absolute Deviation (MAD)	0.6626125574
Skewness	0.00322241243
Sum	1032.554647
Variance	0.998054564
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7042967677	3	< 0.1%
-1.098285437	3	< 0.1%
-0.8940510154	3	< 0.1%
0.6850005984	3	< 0.1%
1.010704756	3	< 0.1%
1.452478051	3	< 0.1%
-0.5064842105	3	< 0.1%
-0.5244275928	3	< 0.1%
0.5690612197	3	< 0.1%
0.8838332295	2	< 0.1%
Other values (446402)	447777	89.6%
(Missing)	52194	10.4%

Value	Count	Frequency (%)
-4.157635689	1	< 0.1%
-4.002743244	1	< 0.1%
-3.931276321	1	< 0.1%
-3.92560482	1	< 0.1%
-3.875302553	1	< 0.1%

Value	Count	Frequency (%)
4.053874493	1	< 0.1%
3.913967371	1	< 0.1%
3.862822771	1	< 0.1%
3.849002361	1	< 0.1%
3.848561764	1	< 0.1%

feature_40
Real number (ℝ)

Distinct	496981
Distinct (%)	99.7%
Missing	1504
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.009612065106

Minimum	-4.11613512
Maximum	4.224504471
Zeros	0
Zeros (%)	0.0%
Negative	243901
Negative (%)	48.8%
Memory size	1.9 MiB

Quantile statistics

Minimum	-4.11613512
5-th percentile	-1.609126747
Q1	-0.5768327415
median	0.02276717592
Q3	0.5937866718
95-th percentile	1.607689887
Maximum	4.224504471
Range	8.340639114
Interquartile range (IQR)	1.170619413

Descriptive statistics

Standard deviation	0.957723856
Coefficient of variation (CV)	99.63767883
Kurtosis	0.4477639794
Mean	0.009612065106
Median Absolute Deviation (MAD)	0.5851380825
Skewness	-0.03397137672
Sum	4791.576007
Variance	0.9172349572
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.397412419	3	< 0.1%
0.9112131596	3	< 0.1%
0.409247756	3	< 0.1%
-0.4491654038	2	< 0.1%
-0.7754336596	2	< 0.1%
0.7545757294	2	< 0.1%
0.3896768093	2	< 0.1%
-0.9856032729	2	< 0.1%
1.224982023	2	< 0.1%
-1.069621921	2	< 0.1%
Other values (496971)	498473	99.7%
(Missing)	1504	0.3%

Value	Count	Frequency (%)
-4.11613512	1	< 0.1%
-4.076236725	1	< 0.1%
-4.057758331	1	< 0.1%
-4.011573792	1	< 0.1%
-3.877330303	1	< 0.1%

Value	Count	Frequency (%)
4.224504471	1	< 0.1%
3.958220482	1	< 0.1%
3.89481926	1	< 0.1%
3.836504459	1	< 0.1%
3.823943377	1	< 0.1%

feature_41
Real number (ℝ)

Missing

Distinct	485310
Distinct (%)	99.7%
Missing	13201
Missing (%)	2.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.01579467602

Minimum	-3.927361727
Maximum	4.278652191
Zeros	0
Zeros (%)	0.0%
Negative	241589
Negative (%)	48.3%
Memory size	1.9 MiB

Quantile statistics

Minimum	-3.927361727
5-th percentile	-1.618290877
Q1	-0.5896367729
median	0.008262136951
Q3	0.6398179531
95-th percentile	1.631730294
Maximum	4.278652191
Range	8.20601368
Interquartile range (IQR)	1.229454726

Descriptive statistics

Standard deviation	0.9756381512
Coefficient of variation (CV)	61.77006417
Kurtosis	0.3254479468
Mean	0.01579467602
Median Absolute Deviation (MAD)	0.6142394543
Skewness	-0.02808577754
Sum	7688.832491
Variance	0.9518697858
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.306340694	3	< 0.1%
0.2195910513	3	< 0.1%
1.000375986	3	< 0.1%
1.027394414	3	< 0.1%
-0.5414692163	3	< 0.1%
0.5359613895	3	< 0.1%
-0.5710291266	3	< 0.1%
0.559212327	3	< 0.1%
-0.5007971525	2	< 0.1%
0.4949369729	2	< 0.1%
Other values (485300)	486771	97.4%
(Missing)	13201	2.6%

Value	Count	Frequency (%)
-3.927361727	1	< 0.1%
-3.811695099	1	< 0.1%
-3.806227922	1	< 0.1%
-3.789630413	1	< 0.1%
-3.780466318	1	< 0.1%

Value	Count	Frequency (%)
4.278652191	1	< 0.1%
4.226827621	1	< 0.1%
3.9529953	1	< 0.1%
3.938815355	1	< 0.1%
3.833533287	1	< 0.1%

feature_42
Real number (ℝ)

Missing

Distinct	446487
Distinct (%)	99.7%
Missing	52194
Missing (%)	10.4%
Infinite	0
Infinite (%)	0.0%
Mean	-0.02107120583

Minimum	-4.099381924
Maximum	4.170919895
Zeros	0
Zeros (%)	0.0%
Negative	224618
Negative (%)	44.9%
Memory size	1.9 MiB

Quantile statistics

Minimum	-4.099381924
5-th percentile	-1.690924495
Q1	-0.6866119057
median	-0.004035684047
Q3	0.640419364
95-th percentile	1.619667381
Maximum	4.170919895
Range	8.270301819
Interquartile range (IQR)	1.32703127

Descriptive statistics

Standard deviation	1.001842856
Coefficient of variation (CV)	-47.5455873
Kurtosis	0.08295501024
Mean	-0.02107120583
Median Absolute Deviation (MAD)	0.6630327106
Skewness	-0.008598803543
Sum	-9435.812399
Variance	1.003689051
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.818791151	2	< 0.1%
1.500461102	2	< 0.1%
-0.992915988	2	< 0.1%
1.325211525	2	< 0.1%
0.2606250942	2	< 0.1%
0.2504702508	2	< 0.1%
1.415203691	2	< 0.1%
-0.7398117185	2	< 0.1%
1.247584939	2	< 0.1%
-0.9074696898	2	< 0.1%
Other values (446477)	447786	89.6%
(Missing)	52194	10.4%

Value	Count	Frequency (%)
-4.099381924	1	< 0.1%
-3.97363615	1	< 0.1%
-3.966285467	1	< 0.1%
-3.914201021	1	< 0.1%
-3.894129753	1	< 0.1%

Value	Count	Frequency (%)
4.170919895	1	< 0.1%
3.800098181	1	< 0.1%
3.799063683	1	< 0.1%
3.793946028	1	< 0.1%
3.740844011	1	< 0.1%

feature_43
Real number (ℝ)

Distinct	496928
Distinct (%)	99.7%
Missing	1504
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	-0.03086606187

Minimum	-4.013085842
Maximum	4.113506317
Zeros	0
Zeros (%)	0.0%
Negative	261789
Negative (%)	52.4%
Memory size	1.9 MiB

Quantile statistics

Minimum	-4.013085842
5-th percentile	-1.614410639
Q1	-0.6226469129
median	-0.05443266965
Q3	0.5576580018
95-th percentile	1.607622236
Maximum	4.113506317
Range	8.126592636
Interquartile range (IQR)	1.180304915

Descriptive statistics

Standard deviation	0.9603025913
Coefficient of variation (CV)	-31.11192465
Kurtosis	0.4252080619
Mean	-0.03086606187
Median Absolute Deviation (MAD)	0.5890738964
Skewness	0.06193858385
Sum	-15386.60838
Variance	0.9221810102
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3854654729	3	< 0.1%
-0.5282802582	3	< 0.1%
1.183355927	3	< 0.1%
1.060781479	3	< 0.1%
0.8281162977	3	< 0.1%
1.196347594	3	< 0.1%
-0.5591697693	2	< 0.1%
0.9199942946	2	< 0.1%
-0.7364082932	2	< 0.1%
2.185047865	2	< 0.1%
Other values (496918)	498470	99.7%
(Missing)	1504	0.3%

Value	Count	Frequency (%)
-4.013085842	1	< 0.1%
-3.96022439	1	< 0.1%
-3.907875299	1	< 0.1%
-3.9065516	1	< 0.1%
-3.894368649	1	< 0.1%

Value	Count	Frequency (%)
4.113506317	1	< 0.1%
3.973531485	1	< 0.1%
3.907997847	1	< 0.1%
3.904762268	1	< 0.1%
3.888849497	1	< 0.1%

feature_44
Real number (ℝ)

Missing

Distinct	485331
Distinct (%)	99.7%
Missing	13201
Missing (%)	2.6%
Infinite	0
Infinite (%)	0.0%
Mean	-0.03692052361

Minimum	-4.301183701
Maximum	4.624768257
Zeros	0
Zeros (%)	0.0%
Negative	251756
Negative (%)	50.4%
Memory size	1.9 MiB

Quantile statistics

Minimum	-4.301183701
5-th percentile	-1.655083859
Q1	-0.6627205908
median	-0.03781785816
Q3	0.5727301836
95-th percentile	1.61591804
Maximum	4.624768257
Range	8.925951958
Interquartile range (IQR)	1.235450774

Descriptive statistics

Standard deviation	0.9793341756
Coefficient of variation (CV)	-26.52546822
Kurtosis	0.2942889333
Mean	-0.03692052361
Median Absolute Deviation (MAD)	0.6176233292
Skewness	0.04569425061
Sum	-17972.87397
Variance	0.9590954185
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.2747921348	3	< 0.1%
-0.7161897421	3	< 0.1%
0.5246141553	3	< 0.1%
0.7079162598	3	< 0.1%
0.6119175553	3	< 0.1%
-0.3675196171	2	< 0.1%
0.229523778	2	< 0.1%
0.8330017924	2	< 0.1%
-1.594204068	2	< 0.1%
0.4602886438	2	< 0.1%
Other values (485321)	486774	97.4%
(Missing)	13201	2.6%

Value	Count	Frequency (%)
-4.301183701	1	< 0.1%
-4.221096039	1	< 0.1%
-4.112690449	1	< 0.1%
-3.928262472	1	< 0.1%
-3.918310881	1	< 0.1%

Value	Count	Frequency (%)
4.624768257	1	< 0.1%
3.989132404	1	< 0.1%
3.887536049	1	< 0.1%
3.854987144	1	< 0.1%
3.834117651	1	< 0.1%

feature_45
Real number (ℝ)

Missing

Distinct	491729
Distinct (%)	99.7%
Missing	6620
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Mean	-0.0003683792901

Minimum	-5.539638042
Maximum	4.94513464
Zeros	0
Zeros (%)	0.0%
Negative	244503
Negative (%)	48.9%
Memory size	1.9 MiB

Quantile statistics

Minimum	-5.539638042
5-th percentile	-1.659045297
Q1	-0.6787044257
median	0.01115717692
Q3	0.6820726097
95-th percentile	1.635447574
Maximum	4.94513464
Range	10.48477268
Interquartile range (IQR)	1.360777035

Descriptive statistics

Standard deviation	1.006309986
Coefficient of variation (CV)	-2731.722475
Kurtosis	0.01448470913
Mean	-0.0003683792901
Median Absolute Deviation (MAD)	0.6805981398
Skewness	-0.03996258602
Sum	-181.7509741
Variance	1.012659788
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8231022358	3	< 0.1%
1.124152184	3	< 0.1%
0.9491440058	3	< 0.1%
-1.15744698	2	< 0.1%
2.262953043	2	< 0.1%
-0.597743094	2	< 0.1%
-0.6018834114	2	< 0.1%
1.930369854	2	< 0.1%
-0.4492419362	2	< 0.1%
0.9479165077	2	< 0.1%
Other values (491719)	493357	98.7%
(Missing)	6620	1.3%

Value	Count	Frequency (%)
-5.539638042	1	< 0.1%
-4.150847912	1	< 0.1%
-4.060188293	1	< 0.1%
-3.937203884	1	< 0.1%
-3.931028843	1	< 0.1%

Value	Count	Frequency (%)
4.94513464	1	< 0.1%
4.419423103	1	< 0.1%
4.354866505	1	< 0.1%
4.2434268	1	< 0.1%
4.227104187	1	< 0.1%

feature_46
Real number (ℝ)

Missing

Distinct	491642
Distinct (%)	99.6%
Missing	6620
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Mean	-0.008639593646

Minimum	-4.508919716
Maximum	3.882408619
Zeros	0
Zeros (%)	0.0%
Negative	247694
Negative (%)	49.5%
Memory size	1.9 MiB

Quantile statistics

Minimum	-4.508919716
5-th percentile	-1.690157264
Q1	-0.7060116082
median	-0.005358650349
Q3	0.6916954517
95-th percentile	1.644609177
Maximum	3.882408619
Range	8.391328812
Interquartile range (IQR)	1.39770706

Descriptive statistics

Standard deviation	1.020192027
Coefficient of variation (CV)	-118.0833346
Kurtosis	-0.07787401229
Mean	-0.008639593646
Median Absolute Deviation (MAD)	0.6988620758
Skewness	0.002656266792
Sum	-4262.602713
Variance	1.040791869
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8688049912	3	< 0.1%
-0.5539618134	3	< 0.1%
-1.057606816	3	< 0.1%
-1.221694589	3	< 0.1%
-1.543671846	3	< 0.1%
-0.7141056657	3	< 0.1%
-1.713664293	3	< 0.1%
0.5412735343	3	< 0.1%
0.6899349689	3	< 0.1%
-1.405686378	2	< 0.1%
Other values (491632)	493351	98.7%
(Missing)	6620	1.3%

Value	Count	Frequency (%)
-4.508919716	1	< 0.1%
-4.054172039	1	< 0.1%
-4.010910988	1	< 0.1%
-3.999659538	1	< 0.1%
-3.996290684	1	< 0.1%

Value	Count	Frequency (%)
3.882408619	1	< 0.1%
3.871715307	1	< 0.1%
3.826714754	1	< 0.1%
3.78990221	1	< 0.1%
3.770305872	1	< 0.1%

feature_47
Real number (ℝ)

Skewed

Distinct	498751
Distinct (%)	99.8%
Missing	4
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	-0.01152888722

Minimum	-36.30463028
Maximum	281.4337769
Zeros	0
Zeros (%)	0.0%
Negative	245506
Negative (%)	49.1%
Memory size	1.9 MiB

Quantile statistics

Minimum	-36.30463028
5-th percentile	-1.345575303
Q1	-0.3427332565
median	0.009339903947
Q3	0.3413860947
95-th percentile	1.24066931
Maximum	281.4337769
Range	317.7384033
Interquartile range (IQR)	0.6841193512

Descriptive statistics

Standard deviation	1.062158465
Coefficient of variation (CV)	-92.1301809
Kurtosis	9905.015625
Mean	-0.01152888722
Median Absolute Deviation (MAD)	0.3413656652
Skewness	36.766922
Sum	-5764.397496
Variance	1.128180504
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.4812633991	3	< 0.1%
-0.1415510029	2	< 0.1%
0.139751032	2	< 0.1%
0.7976518869	2	< 0.1%
0.6013793349	2	< 0.1%
1.00828886	2	< 0.1%
-0.5014432073	2	< 0.1%
0.9071481824	2	< 0.1%
0.3047842085	2	< 0.1%
-0.3595589101	2	< 0.1%
Other values (498741)	499975	> 99.9%
(Missing)	4	< 0.1%

Value	Count	Frequency (%)
-36.30463028	1	< 0.1%
-35.31797028	1	< 0.1%
-30.65669441	1	< 0.1%
-29.78087997	1	< 0.1%
-28.03242874	1	< 0.1%

Value	Count	Frequency (%)
281.4337769	1	< 0.1%
34.72402573	1	< 0.1%
29.72392654	1	< 0.1%
25.05718231	1	< 0.1%
24.77782059	1	< 0.1%

feature_48
Real number (ℝ)

Distinct	499143
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.001464874121

Minimum	-118.6315155
Maximum	94.40014648
Zeros	0
Zeros (%)	0.0%
Negative	276386
Negative (%)	55.3%
Memory size	1.9 MiB

Quantile statistics

Minimum	-118.6315155
5-th percentile	-1.085875183
Q1	-0.1728043817
median	-0.003429234843
Q3	0.1764452606
95-th percentile	1.071785134
Maximum	94.40014648
Range	213.031662
Interquartile range (IQR)	0.3492496423

Descriptive statistics

Standard deviation	0.9330658913
Coefficient of variation (CV)	-636.9597755
Kurtosis	1248.265747
Mean	-0.001464874121
Median Absolute Deviation (MAD)	0.174549371
Skewness	-1.607405782
Sum	-732.4370605
Variance	0.8706119061
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.08160568774	3	< 0.1%
0.2553111613	3	< 0.1%
-0.003646543017	2	< 0.1%
0.3692500591	2	< 0.1%
0.1211569011	2	< 0.1%
-0.01001522318	2	< 0.1%
-0.004141955636	2	< 0.1%
-0.2398112714	2	< 0.1%
0.430498749	2	< 0.1%
-0.3333397508	2	< 0.1%
Other values (499133)	499978	> 99.9%

Value	Count	Frequency (%)
-118.6315155	1	< 0.1%
-82.08332062	1	< 0.1%
-57.27763367	1	< 0.1%
-54.1389122	1	< 0.1%
-52.49581909	1	< 0.1%

Value	Count	Frequency (%)
94.40014648	1	< 0.1%
79.16751862	1	< 0.1%
64.10925293	1	< 0.1%
56.56765366	1	< 0.1%
55.58686066	1	< 0.1%

feature_49
Real number (ℝ)

Distinct	498832
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.004190700874

Minimum	-84.32969666
Maximum	89.43202209
Zeros	0
Zeros (%)	0.0%
Negative	252019
Negative (%)	50.4%
Memory size	1.9 MiB

Quantile statistics

Minimum	-84.32969666
5-th percentile	-1.229613537
Q1	-0.2921891287
median	-0.002608174691
Q3	0.2998096272
95-th percentile	1.189319038
Maximum	89.43202209
Range	173.7617188
Interquartile range (IQR)	0.5919987559

Descriptive statistics

Standard deviation	1.009000063
Coefficient of variation (CV)	-240.7711963
Kurtosis	589.7906494
Mean	-0.004190700874
Median Absolute Deviation (MAD)	0.296169281
Skewness	-0.6188506484
Sum	-2095.350437
Variance	1.018081188
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.5357276797	3	< 0.1%
0.5340114832	3	< 0.1%
-0.5142431259	3	< 0.1%
-0.8728457093	3	< 0.1%
-0.9402820468	3	< 0.1%
0.2619815469	3	< 0.1%
0.9410682321	2	< 0.1%
-0.4687408209	2	< 0.1%
-0.910248518	2	< 0.1%
0.833694458	2	< 0.1%
Other values (498822)	499974	> 99.9%

Value	Count	Frequency (%)
-84.32969666	1	< 0.1%
-67.08364868	1	< 0.1%
-64.93643951	1	< 0.1%
-56.49518967	1	< 0.1%
-53.38616943	1	< 0.1%

Value	Count	Frequency (%)
89.43202209	1	< 0.1%
78.04307556	1	< 0.1%
59.53105927	1	< 0.1%
52.68017197	1	< 0.1%
48.20653915	1	< 0.1%

feature_50
Real number (ℝ)

Missing

Distinct	447485
Distinct (%)	99.7%
Missing	51085
Missing (%)	10.2%
Infinite	0
Infinite (%)	0.0%
Mean	-0.05079809991

Minimum	-3.874345779
Maximum	3.948306799
Zeros	0
Zeros (%)	0.0%
Negative	232837
Negative (%)	46.6%
Memory size	1.9 MiB

Quantile statistics

Minimum	-3.874345779
5-th percentile	-1.75818646
Q1	-0.7553679645
median	-0.04831909016
Q3	0.6520808935
95-th percentile	1.644701016
Maximum	3.948306799
Range	7.822652817
Interquartile range (IQR)	1.407448858

Descriptive statistics

Standard deviation	1.031406045
Coefficient of variation (CV)	-20.30402804
Kurtosis	-0.1182793751
Mean	-0.05079809991
Median Absolute Deviation (MAD)	0.7036519647
Skewness	0.01079805102
Sum	-22804.02902
Variance	1.063798428
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.019737244	3	< 0.1%
0.5806235075	3	< 0.1%
-0.8486974835	2	< 0.1%
0.6602340937	2	< 0.1%
1.577605367	2	< 0.1%
0.6258596778	2	< 0.1%
-0.8082140684	2	< 0.1%
1.349466562	2	< 0.1%
-0.6407263279	2	< 0.1%
-0.8162988424	2	< 0.1%
Other values (447475)	448893	89.8%
(Missing)	51085	10.2%

Value	Count	Frequency (%)
-3.874345779	1	< 0.1%
-3.865016937	1	< 0.1%
-3.845760822	1	< 0.1%
-3.825664282	1	< 0.1%
-3.791206598	1	< 0.1%

Value	Count	Frequency (%)
3.948306799	1	< 0.1%
3.897458792	1	< 0.1%
3.843251705	1	< 0.1%
3.839706659	1	< 0.1%
3.830324888	1	< 0.1%

feature_51
Real number (ℝ)

Distinct	498043
Distinct (%)	99.7%
Missing	248
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	-0.07696336798

Minimum	-4.094660759
Maximum	3.94156003
Zeros	0
Zeros (%)	0.0%
Negative	276427
Negative (%)	55.3%
Memory size	1.9 MiB

Quantile statistics

Minimum	-4.094660759
5-th percentile	-1.613048983
Q1	-0.7176855206
median	-0.1279655546
Q3	0.551254198
95-th percentile	1.575086361
Maximum	3.94156003
Range	8.036220551
Interquartile range (IQR)	1.268939719

Descriptive statistics

Standard deviation	0.9679335356
Coefficient of variation (CV)	-12.57654857
Kurtosis	0.2090735286
Mean	-0.07696336798
Median Absolute Deviation (MAD)	0.6300880909
Skewness	0.1427432746
Sum	-38462.59707
Variance	0.9368953705
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.6924652457	3	< 0.1%
-1.082686782	3	< 0.1%
-0.562122643	3	< 0.1%
-0.6316387057	3	< 0.1%
0.7077580094	2	< 0.1%
0.5778177381	2	< 0.1%
-0.3381395936	2	< 0.1%
-1.012340665	2	< 0.1%
0.5338711143	2	< 0.1%
0.1979704052	2	< 0.1%
Other values (498033)	499728	99.9%
(Missing)	248	< 0.1%

Value	Count	Frequency (%)
-4.094660759	1	< 0.1%
-3.929955721	1	< 0.1%
-3.888376713	1	< 0.1%
-3.857450724	1	< 0.1%
-3.814663887	1	< 0.1%

Value	Count	Frequency (%)
3.94156003	1	< 0.1%
3.924211979	1	< 0.1%
3.902924299	1	< 0.1%
3.852649927	1	< 0.1%
3.842525005	1	< 0.1%

feature_52
Real number (ℝ)

Missing

Distinct	486245
Distinct (%)	99.7%
Missing	12079
Missing (%)	2.4%
Infinite	0
Infinite (%)	0.0%
Mean	-0.0706432577

Minimum	-4.176709652
Maximum	3.978308916
Zeros	0
Zeros (%)	0.0%
Negative	259926
Negative (%)	52.0%
Memory size	1.9 MiB

Quantile statistics

Minimum	-4.176709652
5-th percentile	-1.695313931
Q1	-0.7778459191
median	-0.08449811488
Q3	0.6142808795
95-th percentile	1.628190756
Maximum	3.978308916
Range	8.155018806
Interquartile range (IQR)	1.392126799

Descriptive statistics

Standard deviation	1.016031981
Coefficient of variation (CV)	-14.3825754
Kurtosis	-0.09710158408
Mean	-0.0706432577
Median Absolute Deviation (MAD)	0.69594872
Skewness	0.08558919281
Sum	-34468.32894
Variance	1.032320976
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.047991633	3	< 0.1%
1.453192353	3	< 0.1%
1.188048482	3	< 0.1%
-1.456561923	3	< 0.1%
-0.5984047651	2	< 0.1%
0.6315407753	2	< 0.1%
-1.472998619	2	< 0.1%
-0.547794044	2	< 0.1%
0.9673634768	2	< 0.1%
-0.7563323379	2	< 0.1%
Other values (486235)	487897	97.6%
(Missing)	12079	2.4%

Value	Count	Frequency (%)
-4.176709652	1	< 0.1%
-4.164012909	1	< 0.1%
-3.96557641	1	< 0.1%
-3.898272991	1	< 0.1%
-3.814315081	1	< 0.1%

Value	Count	Frequency (%)
3.978308916	1	< 0.1%
3.794792414	1	< 0.1%
3.775348186	1	< 0.1%
3.769748211	1	< 0.1%
3.740460396	1	< 0.1%

feature_53
Real number (ℝ)

Missing

Distinct	447581
Distinct (%)	99.7%
Missing	51085
Missing (%)	10.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.04700185324

Minimum	-4.156391144
Maximum	5.705533504
Zeros	0
Zeros (%)	0.0%
Negative	215811
Negative (%)	43.2%
Memory size	1.9 MiB

Quantile statistics

Minimum	-4.156391144
5-th percentile	-1.669725895
Q1	-0.6580457091
median	0.05087039992
Q3	0.7584984303
95-th percentile	1.751843762
Maximum	5.705533504
Range	9.861925125
Interquartile range (IQR)	1.416544139

Descriptive statistics

Standard deviation	1.036789775
Coefficient of variation (CV)	22.05848713
Kurtosis	-0.1419164389
Mean	0.04700185324
Median Absolute Deviation (MAD)	0.7083197832
Skewness	-0.03415083513
Sum	21099.83695
Variance	1.074933052
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.442438006	3	< 0.1%
-0.6650885344	3	< 0.1%
0.3128378689	2	< 0.1%
-0.5042399764	2	< 0.1%
0.3230814338	2	< 0.1%
0.5772624016	2	< 0.1%
1.011739373	2	< 0.1%
0.586155653	2	< 0.1%
2.031885147	2	< 0.1%
-1.436600327	2	< 0.1%
Other values (447571)	448893	89.8%
(Missing)	51085	10.2%

Value	Count	Frequency (%)
-4.156391144	1	< 0.1%
-4.13039732	1	< 0.1%
-3.985071898	1	< 0.1%
-3.900571346	1	< 0.1%
-3.890018463	1	< 0.1%

Value	Count	Frequency (%)
5.705533504	1	< 0.1%
4.090950012	1	< 0.1%
3.979929209	1	< 0.1%
3.908968925	1	< 0.1%
3.87137723	1	< 0.1%

feature_54
Real number (ℝ)

Distinct	498134
Distinct (%)	99.7%
Missing	248
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.04186110081

Minimum	-3.941690922
Maximum	3.847171068
Zeros	0
Zeros (%)	0.0%
Negative	232176
Negative (%)	46.4%
Memory size	1.9 MiB

Quantile statistics

Minimum	-3.941690922
5-th percentile	-1.588468844
Q1	-0.569693312
median	0.08043435961
Q3	0.6534503847
95-th percentile	1.606665784
Maximum	3.847171068
Range	7.788862228
Interquartile range (IQR)	1.223143697

Descriptive statistics

Standard deviation	0.9595871568
Coefficient of variation (CV)	22.92312286
Kurtosis	0.2703276873
Mean	0.04186110081
Median Absolute Deviation (MAD)	0.608882606
Skewness	-0.08842843771
Sum	20920.16885
Variance	0.9208075404
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8701264858	3	< 0.1%
-1.03787148	3	< 0.1%
-1.183031201	3	< 0.1%
-0.5242832303	3	< 0.1%
-1.298806429	3	< 0.1%
0.9345569015	2	< 0.1%
0.3765442371	2	< 0.1%
0.7984472513	2	< 0.1%
-0.97113657	2	< 0.1%
0.8112601638	2	< 0.1%
Other values (498124)	499727	99.9%
(Missing)	248	< 0.1%

Value	Count	Frequency (%)
-3.941690922	1	< 0.1%
-3.924353123	1	< 0.1%
-3.900155544	1	< 0.1%
-3.885807753	1	< 0.1%
-3.8636446	1	< 0.1%

Value	Count	Frequency (%)
3.847171068	1	< 0.1%
3.83053422	1	< 0.1%
3.829890728	1	< 0.1%
3.814319849	1	< 0.1%
3.788611889	1	< 0.1%

feature_55
Real number (ℝ)

Missing

Distinct	486331
Distinct (%)	99.7%
Missing	12079
Missing (%)	2.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.05886519054

Minimum	-3.845460892
Maximum	4.003165245
Zeros	0
Zeros (%)	0.0%
Negative	229645
Negative (%)	45.9%
Memory size	1.9 MiB

Quantile statistics

Minimum	-3.845460892
5-th percentile	-1.638160229
Q1	-0.6245436668
median	0.0758594051
Q3	0.7652829289
95-th percentile	1.672125816
Maximum	4.003165245
Range	7.848626137
Interquartile range (IQR)	1.389826596

Descriptive statistics

Standard deviation	1.012806535
Coefficient of variation (CV)	17.20552546
Kurtosis	-0.08586733788
Mean	0.05886519054
Median Absolute Deviation (MAD)	0.6947177052
Skewness	-0.09426253289
Sum	28721.56263
Variance	1.025777102
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-2.019253254	3	< 0.1%
-1.863805771	3	< 0.1%
-0.809992969	3	< 0.1%
-0.7708457112	3	< 0.1%
1.374387503	3	< 0.1%
0.76203686	2	< 0.1%
0.9494466782	2	< 0.1%
1.067303777	2	< 0.1%
-0.7258051038	2	< 0.1%
-0.6406127214	2	< 0.1%
Other values (486321)	487896	97.6%
(Missing)	12079	2.4%

Value	Count	Frequency (%)
-3.845460892	1	< 0.1%
-3.837227106	1	< 0.1%
-3.81821084	1	< 0.1%
-3.782160044	1	< 0.1%
-3.775542974	1	< 0.1%

Value	Count	Frequency (%)
4.003165245	1	< 0.1%
3.978884697	1	< 0.1%
3.976181746	1	< 0.1%
3.902043581	1	< 0.1%
3.89556241	1	< 0.1%

feature_56
Real number (ℝ)

Distinct	498337
Distinct (%)	99.7%
Missing	3
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	-0.02446688122

Minimum	-3.946348667
Maximum	4.01807642
Zeros	0
Zeros (%)	0.0%
Negative	252917
Negative (%)	50.6%
Memory size	1.9 MiB

Quantile statistics

Minimum	-3.946348667
5-th percentile	-1.709778571
Q1	-0.7054128051
median	-0.01484446786
Q3	0.6642097831
95-th percentile	1.624088335
Maximum	4.01807642
Range	7.964425087
Interquartile range (IQR)	1.369622588

Descriptive statistics

Standard deviation	1.011443138
Coefficient of variation (CV)	-41.33927529
Kurtosis	-0.05975538492
Mean	-0.02446688122
Median Absolute Deviation (MAD)	0.6845125556
Skewness	-0.04146265239
Sum	-12233.36721
Variance	1.023017287
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.250667214	3	< 0.1%
-0.9131041169	3	< 0.1%
-1.401482582	3	< 0.1%
0.7830551267	2	< 0.1%
-1.387059093	2	< 0.1%
-0.1584378928	2	< 0.1%
0.7367316484	2	< 0.1%
-0.8291781545	2	< 0.1%
0.7409076691	2	< 0.1%
0.2954132557	2	< 0.1%
Other values (498327)	499974	> 99.9%
(Missing)	3	< 0.1%

Value	Count	Frequency (%)
-3.946348667	1	< 0.1%
-3.930194855	1	< 0.1%
-3.888908863	1	< 0.1%
-3.850887537	1	< 0.1%
-3.826653242	1	< 0.1%

Value	Count	Frequency (%)
4.01807642	1	< 0.1%
3.887528181	1	< 0.1%
3.817961693	1	< 0.1%
3.805371284	1	< 0.1%
3.797285795	1	< 0.1%

feature_57
Real number (ℝ)

Distinct	498268
Distinct (%)	99.7%
Missing	3
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.01625513668

Minimum	-4.025580883
Maximum	4.020429611
Zeros	0
Zeros (%)	0.0%
Negative	248320
Negative (%)	49.7%
Memory size	1.9 MiB

Quantile statistics

Minimum	-4.025580883
5-th percentile	-1.683117628
Q1	-0.6923317313
median	0.009328158572
Q3	0.7221646905
95-th percentile	1.735843754
Maximum	4.020429611
Range	8.046010971
Interquartile range (IQR)	1.414496422

Descriptive statistics

Standard deviation	1.034769893
Coefficient of variation (CV)	63.65802473
Kurtosis	-0.1394121796
Mean	0.01625513668
Median Absolute Deviation (MAD)	0.707377255
Skewness	0.02165616862
Sum	8127.519574
Variance	1.070748687
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.9692776799	2	< 0.1%
1.205516934	2	< 0.1%
-0.5124160647	2	< 0.1%
-1.487130284	2	< 0.1%
-1.273567915	2	< 0.1%
-0.1278613955	2	< 0.1%
-1.097470403	2	< 0.1%
-1.528571725	2	< 0.1%
0.5987502933	2	< 0.1%
0.3858349323	2	< 0.1%
Other values (498258)	499977	> 99.9%
(Missing)	3	< 0.1%

Value	Count	Frequency (%)
-4.025580883	1	< 0.1%
-3.971288919	1	< 0.1%
-3.848100424	1	< 0.1%
-3.804870367	1	< 0.1%
-3.77578783	1	< 0.1%

Value	Count	Frequency (%)
4.020429611	1	< 0.1%
3.879882336	1	< 0.1%
3.86631012	1	< 0.1%
3.858033657	1	< 0.1%
3.825950623	1	< 0.1%

feature_58
Real number (ℝ)

Missing

Distinct	493570
Distinct (%)	99.8%
Missing	5204
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.01148088189

Minimum	-33.35813904
Maximum	23.60218811
Zeros	0
Zeros (%)	0.0%
Negative	245652
Negative (%)	49.1%
Memory size	1.9 MiB

Quantile statistics

Minimum	-33.35813904
5-th percentile	-1.491416246
Q1	-0.3973325863
median	0.004395518685
Q3	0.3936154768
95-th percentile	1.394914418
Maximum	23.60218811
Range	56.96032715
Interquartile range (IQR)	0.7909480631

Descriptive statistics

Standard deviation	0.9688873887
Coefficient of variation (CV)	-84.39137327
Kurtosis	18.77752876
Mean	-0.01148088189
Median Absolute Deviation (MAD)	0.3955038488
Skewness	-0.225467205
Sum	-5680.694434
Variance	0.9387427568
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.1548079252	3	< 0.1%
-1.318931818	2	< 0.1%
-0.07572758943	2	< 0.1%
0.3055964708	2	< 0.1%
-0.2240748852	2	< 0.1%
-0.2938145399	2	< 0.1%
-1.562343717	2	< 0.1%
1.27464509	2	< 0.1%
-0.9082568288	2	< 0.1%
1.614912271	2	< 0.1%
Other values (493560)	494775	99.0%
(Missing)	5204	1.0%

Value	Count	Frequency (%)
-33.35813904	1	< 0.1%
-24.55794525	1	< 0.1%
-23.9149456	1	< 0.1%
-23.20548058	1	< 0.1%
-19.03388786	1	< 0.1%

Value	Count	Frequency (%)
23.60218811	1	< 0.1%
18.2592659	1	< 0.1%
17.76036263	1	< 0.1%
17.31402397	1	< 0.1%
15.16632271	1	< 0.1%

feature_59
Real number (ℝ)

Distinct	499096
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.002968938773

Minimum	-55.63005066
Maximum	31.19560814
Zeros	0
Zeros (%)	0.0%
Negative	258306
Negative (%)	51.7%
Memory size	1.9 MiB

Quantile statistics

Minimum	-55.63005066
5-th percentile	-1.289327043
Q1	-0.2114835717
median	-0.003776898608
Q3	0.2121734656
95-th percentile	1.272997731
Maximum	31.19560814
Range	86.82566071
Interquartile range (IQR)	0.4236570373

Descriptive statistics

Standard deviation	0.9536424875
Coefficient of variation (CV)	-321.2065187
Kurtosis	69.26409149
Mean	-0.002968938773
Median Absolute Deviation (MAD)	0.2117388248
Skewness	-0.5830149651
Sum	-1484.469386
Variance	0.9094339609
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.2813527882	3	< 0.1%
0.3442752659	3	< 0.1%
0.1189394668	2	< 0.1%
-0.3077863753	2	< 0.1%
0.2994238138	2	< 0.1%
-0.1393259466	2	< 0.1%
0.1308768839	2	< 0.1%
0.06949160993	2	< 0.1%
-0.3530267477	2	< 0.1%
-0.05276863649	2	< 0.1%
Other values (499086)	499978	> 99.9%

Value	Count	Frequency (%)
-55.63005066	1	< 0.1%
-37.80514526	1	< 0.1%
-32.1918869	1	< 0.1%
-31.25870705	1	< 0.1%
-30.52370453	1	< 0.1%

Value	Count	Frequency (%)
31.19560814	1	< 0.1%
25.9780159	1	< 0.1%
24.50915527	1	< 0.1%
23.08828735	1	< 0.1%
20.71957207	1	< 0.1%

feature_60
Real number (ℝ)

Distinct	498821
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.006661247676

Minimum	-42.76401138
Maximum	21.36289406
Zeros	0
Zeros (%)	0.0%
Negative	250855
Negative (%)	50.2%
Memory size	1.9 MiB

Quantile statistics

Minimum	-42.76401138
5-th percentile	-1.399801487
Q1	-0.3323045745
median	-0.001280503522
Q3	0.3389867917
95-th percentile	1.343025368
Maximum	21.36289406
Range	64.12690735
Interquartile range (IQR)	0.6712913662

Descriptive statistics

Standard deviation	0.9668251276
Coefficient of variation (CV)	-145.1417474
Kurtosis	45.23948669
Mean	-0.006661247676
Median Absolute Deviation (MAD)	0.3358351886
Skewness	-0.709997654
Sum	-3330.623838
Variance	0.934750855
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.7332335114	3	< 0.1%
0.08087851852	3	< 0.1%
0.5422455668	3	< 0.1%
0.744022727	3	< 0.1%
-0.5241795182	2	< 0.1%
-0.4613354504	2	< 0.1%
-0.410481751	2	< 0.1%
-0.2086943984	2	< 0.1%
0.2902717888	2	< 0.1%
0.5950189829	2	< 0.1%
Other values (498811)	499976	> 99.9%

Value	Count	Frequency (%)
-42.76401138	1	< 0.1%
-39.99964523	1	< 0.1%
-37.53516388	1	< 0.1%
-27.4712925	1	< 0.1%
-27.24283791	1	< 0.1%

Value	Count	Frequency (%)
21.36289406	1	< 0.1%
20.47937012	1	< 0.1%
20.3376255	1	< 0.1%
20.08428764	1	< 0.1%
19.14876366	1	< 0.1%

feature_61
Real number (ℝ)

Distinct	1699
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.00516173286

Minimum	-5.740418434
Maximum	5.746196747
Zeros	0
Zeros (%)	0.0%
Negative	244598
Negative (%)	48.9%
Memory size	1.9 MiB

Quantile statistics

Minimum	-5.740418434
5-th percentile	-1.781732798
Q1	-0.7302504778
median	0.02655497007
Q3	0.7340961695
95-th percentile	1.813023806
Maximum	5.746196747
Range	11.48661518
Interquartile range (IQR)	1.464346647

Descriptive statistics

Standard deviation	1.100601315
Coefficient of variation (CV)	213.2232228
Kurtosis	1.579168558
Mean	0.00516173286
Median Absolute Deviation (MAD)	0.7273067832
Skewness	-0.08763212711
Sum	2580.86643
Variance	1.211323142
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.40097633	442	0.1%
-1.789921165	439	0.1%
-2.435647964	439	0.1%
-0.4481387138	429	0.1%
-0.4521654546	423	0.1%
1.534988046	421	0.1%
0.3004411161	420	0.1%
0.5683935881	419	0.1%
0.0883333236	419	0.1%
-0.466988802	416	0.1%
Other values (1689)	495733	99.1%

Value	Count	Frequency (%)
-5.740418434	299	0.1%
-5.383898258	283	0.1%
-5.383530617	301	0.1%
-5.049102783	237	< 0.1%
-3.34286499	287	0.1%

Value	Count	Frequency (%)
5.746196747	295	0.1%
5.267138481	217	< 0.1%
5.128539085	276	0.1%
2.817329645	271	0.1%
2.794187307	311	0.1%

feature_62
Real number (ℝ)

Missing Skewed

Distinct	489558
Distinct (%)	99.1%
Missing	6238
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	-0.08611199429

Minimum	-0.8962327838
Maximum	115.2619476
Zeros	0
Zeros (%)	0.0%
Negative	388666
Negative (%)	77.7%
Memory size	1.9 MiB

Quantile statistics

Minimum	-0.8962327838
5-th percentile	-0.4957311317
Q1	-0.3746034727
median	-0.2625999898
Q3	-0.05967938248
95-th percentile	0.7592209458
Maximum	115.2619476
Range	116.1581802
Interquartile range (IQR)	0.3149240902

Descriptive statistics

Standard deviation	1.002940059
Coefficient of variation (CV)	-11.64692639
Kurtosis	1761.87561
Mean	-0.08611199429
Median Absolute Deviation (MAD)	0.1366725564
Skewness	29.97069931
Sum	-42518.83052
Variance	1.00588882
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.361620903	3	< 0.1%
-0.2964376807	3	< 0.1%
-0.4869198501	3	< 0.1%
-0.3231196404	3	< 0.1%
-0.2661617696	3	< 0.1%
-0.2808390558	3	< 0.1%
-0.2883676589	3	< 0.1%
-0.3691809773	3	< 0.1%
-0.2121898681	3	< 0.1%
-0.2828533649	3	< 0.1%
Other values (489548)	493732	98.7%
(Missing)	6238	1.2%

Value	Count	Frequency (%)
-0.8962327838	1	< 0.1%
-0.8188912868	1	< 0.1%
-0.8178355694	1	< 0.1%
-0.8033072948	1	< 0.1%
-0.7927586436	1	< 0.1%

Value	Count	Frequency (%)
115.2619476	1	< 0.1%
112.9143143	1	< 0.1%
82.27253723	1	< 0.1%
75.39859772	1	< 0.1%
73.34760284	1	< 0.1%

feature_63
Real number (ℝ)

Skewed

Distinct	490404
Distinct (%)	99.1%
Missing	4993
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.0655842054

Minimum	-0.7744330168
Maximum	95.24539948
Zeros	0
Zeros (%)	0.0%
Negative	390613
Negative (%)	78.1%
Memory size	1.9 MiB

Quantile statistics

Minimum	-0.7744330168
5-th percentile	-0.4711607516
Q1	-0.3579434007
median	-0.2593755424
Q3	-0.06693835557
95-th percentile	0.9546761096
Maximum	95.24539948
Range	96.0198288
Interquartile range (IQR)	0.2910050452

Descriptive statistics

Standard deviation	0.9779785872
Coefficient of variation (CV)	-14.9118005
Kurtosis	1980.140503
Mean	-0.0655842054
Median Absolute Deviation (MAD)	0.1227119267
Skewness	32.19271851
Sum	-32464.64076
Variance	0.9564421177
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.3535873592	3	< 0.1%
-0.420766145	3	< 0.1%
-0.2770851851	3	< 0.1%
-0.3741232157	3	< 0.1%
-0.1489512324	3	< 0.1%
-0.3201582134	3	< 0.1%
-0.3288859725	3	< 0.1%
-0.3281931281	3	< 0.1%
-0.333290875	3	< 0.1%
-0.3577286303	3	< 0.1%
Other values (490394)	494977	99.0%
(Missing)	4993	1.0%

Value	Count	Frequency (%)
-0.7744330168	1	< 0.1%
-0.7677747607	1	< 0.1%
-0.7492356896	1	< 0.1%
-0.7341938019	1	< 0.1%
-0.7302031517	1	< 0.1%

Value	Count	Frequency (%)
95.24539948	1	< 0.1%
93.56259155	1	< 0.1%
92.083992	1	< 0.1%
84.56210327	1	< 0.1%
83.20788574	1	< 0.1%

feature_64
Real number (ℝ)

Missing Skewed

Distinct	490404
Distinct (%)	99.1%
Missing	5194
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.07950924829

Minimum	-0.81047225
Maximum	106.4730301
Zeros	0
Zeros (%)	0.0%
Negative	392693
Negative (%)	78.5%
Memory size	1.9 MiB

Quantile statistics

Minimum	-0.81047225
5-th percentile	-0.4833193719
Q1	-0.3651372641
median	-0.2605821639
Q3	-0.07074588165
95-th percentile	0.8439582139
Maximum	106.4730301
Range	107.2835007
Interquartile range (IQR)	0.2943913825

Descriptive statistics

Standard deviation	1.020696521
Coefficient of variation (CV)	-12.83745656
Kurtosis	2346.319336
Mean	-0.07950924829
Median Absolute Deviation (MAD)	0.1279046834
Skewness	36.0602684
Sum	-39341.65311
Variance	1.041821361
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.3509946764	4	< 0.1%
-0.3327251673	3	< 0.1%
-0.3829993904	3	< 0.1%
-0.2586580515	3	< 0.1%
-0.2873927951	3	< 0.1%
-0.3347157538	3	< 0.1%
-0.337452054	3	< 0.1%
-0.3245644569	3	< 0.1%
-0.2801924348	3	< 0.1%
-0.445802778	3	< 0.1%
Other values (490394)	494775	99.0%
(Missing)	5194	1.0%

Value	Count	Frequency (%)
-0.81047225	1	< 0.1%
-0.8049470782	1	< 0.1%
-0.8040904403	1	< 0.1%
-0.7987563014	1	< 0.1%
-0.7984162569	1	< 0.1%

Value	Count	Frequency (%)
106.4730301	1	< 0.1%
94.08643341	1	< 0.1%
93.12186432	1	< 0.1%
92.4890976	1	< 0.1%
92.36316681	1	< 0.1%

feature_65
Real number (ℝ)

Missing

Distinct	491751
Distinct (%)	99.7%
Missing	6620
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Mean	-0.008447614555

Minimum	-4.089925766
Maximum	4.387120247
Zeros	0
Zeros (%)	0.0%
Negative	246662
Negative (%)	49.3%
Memory size	1.9 MiB

Quantile statistics

Minimum	-4.089925766
5-th percentile	-1.733361441
Q1	-0.7171640098
median	0.000146292994
Q3	0.6919793189
95-th percentile	1.712694883
Maximum	4.387120247
Range	8.477046013
Interquartile range (IQR)	1.409143329

Descriptive statistics

Standard deviation	1.041174889
Coefficient of variation (CV)	-123.250757
Kurtosis	-0.09302913398
Mean	-0.008447614555
Median Absolute Deviation (MAD)	0.7046586275
Skewness	0.02227488346
Sum	-4167.884069
Variance	1.084045172
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.145748496	3	< 0.1%
-0.774138093	3	< 0.1%
1.127454758	3	< 0.1%
-0.6458005309	3	< 0.1%
-0.7767317891	3	< 0.1%
-1.242111087	3	< 0.1%
1.274210811	2	< 0.1%
-1.041155219	2	< 0.1%
1.153815508	2	< 0.1%
0.595246613	2	< 0.1%
Other values (491741)	493354	98.7%
(Missing)	6620	1.3%

Value	Count	Frequency (%)
-4.089925766	1	< 0.1%
-4.06520462	1	< 0.1%
-3.948956251	1	< 0.1%
-3.903660297	1	< 0.1%
-3.893147945	1	< 0.1%

Value	Count	Frequency (%)
4.387120247	1	< 0.1%
4.327234745	1	< 0.1%
4.315822124	1	< 0.1%
4.212181091	1	< 0.1%
4.187857151	1	< 0.1%

feature_66
Real number (ℝ)

Missing

Distinct	491701
Distinct (%)	99.7%
Missing	6620
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Mean	-0.01709661394

Minimum	-5.239377022
Maximum	5.175296783
Zeros	0
Zeros (%)	0.0%
Negative	248786
Negative (%)	49.8%
Memory size	1.9 MiB

Quantile statistics

Minimum	-5.239377022
5-th percentile	-1.796960491
Q1	-0.7241231799
median	-0.01163499663
Q3	0.711141929
95-th percentile	1.700804877
Maximum	5.175296783
Range	10.41467381
Interquartile range (IQR)	1.435265109

Descriptive statistics

Standard deviation	1.05569458
Coefficient of variation (CV)	-61.74875235
Kurtosis	-0.1162812412
Mean	-0.01709661394
Median Absolute Deviation (MAD)	0.7177811861
Skewness	-0.01447695773
Sum	-8435.127385
Variance	1.114491105
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8416976333	3	< 0.1%
1.471455812	3	< 0.1%
2.227699757	3	< 0.1%
-0.6218082309	3	< 0.1%
-1.82515955	3	< 0.1%
-1.416715503	2	< 0.1%
1.040028095	2	< 0.1%
-1.750712395	2	< 0.1%
-1.494316459	2	< 0.1%
1.155882597	2	< 0.1%
Other values (491691)	493355	98.7%
(Missing)	6620	1.3%

Value	Count	Frequency (%)
-5.239377022	1	< 0.1%
-5.154914379	1	< 0.1%
-4.246152401	1	< 0.1%
-4.101759911	1	< 0.1%
-4.0982728	1	< 0.1%

Value	Count	Frequency (%)
5.175296783	1	< 0.1%
4.838216305	1	< 0.1%
4.710514069	1	< 0.1%
4.589918613	1	< 0.1%
4.574469566	1	< 0.1%

feature_67
Real number (ℝ)

Distinct	497402
Distinct (%)	99.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.02972731263

Minimum	-1.518058062
Maximum	59.4162178
Zeros	0
Zeros (%)	0.0%
Negative	340317
Negative (%)	68.1%
Memory size	1.9 MiB

Quantile statistics

Minimum	-1.518058062
5-th percentile	-0.7784948289
Q1	-0.4928756654
median	-0.2450717017
Q3	0.1418052949
95-th percentile	1.363550895
Maximum	59.4162178
Range	60.93427658
Interquartile range (IQR)	0.6346809603

Descriptive statistics

Standard deviation	0.9355708957
Coefficient of variation (CV)	-31.47176158
Kurtosis	191.9777374
Mean	-0.02972731263
Median Absolute Deviation (MAD)	0.2934348285
Skewness	8.144809723
Sum	-14863.65632
Variance	0.8752928972
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.3325758278	3	< 0.1%
-0.5683552623	3	< 0.1%
-0.7477575541	3	< 0.1%
-0.1574694812	3	< 0.1%
-0.5357806087	3	< 0.1%
-0.519651711	3	< 0.1%
-0.5899948478	3	< 0.1%
-0.594078958	3	< 0.1%
-0.337479651	3	< 0.1%
-0.2043191493	3	< 0.1%
Other values (497392)	499970	> 99.9%

Value	Count	Frequency (%)
-1.518058062	1	< 0.1%
-1.485026836	1	< 0.1%
-1.482941031	1	< 0.1%
-1.479780674	1	< 0.1%
-1.447813869	1	< 0.1%

Value	Count	Frequency (%)
59.4162178	1	< 0.1%
57.42461395	1	< 0.1%
46.63329697	1	< 0.1%
38.26275253	1	< 0.1%
35.59085464	1	< 0.1%

feature_68
Real number (ℝ)

Distinct	495483
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.01515416507

Minimum	-0.6910665035
Maximum	74.66550446
Zeros	0
Zeros (%)	0.0%
Negative	381988
Negative (%)	76.4%
Memory size	1.9 MiB

Quantile statistics

Minimum	-0.6910665035
5-th percentile	-0.4298082963
Q1	-0.3298675269
median	-0.2323057503
Q3	-0.02278394951
95-th percentile	1.01980297
Maximum	74.66550446
Range	75.35656738
Interquartile range (IQR)	0.3070835774

Descriptive statistics

Standard deviation	0.9172605872
Coefficient of variation (CV)	-60.52861264
Kurtosis	607.4494629
Mean	-0.01515416507
Median Absolute Deviation (MAD)	0.1237952709
Skewness	15.77210045
Sum	-7577.082534
Variance	0.8413669467
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.330825001	4	< 0.1%
-0.08815199137	3	< 0.1%
-0.3587501049	3	< 0.1%
-0.3304030895	3	< 0.1%
-0.2597807348	3	< 0.1%
-0.2891060412	3	< 0.1%
-0.3111730814	3	< 0.1%
-0.3045497835	3	< 0.1%
-0.3081056774	3	< 0.1%
-0.2872422934	3	< 0.1%
Other values (495473)	499969	> 99.9%

Value	Count	Frequency (%)
-0.6910665035	1	< 0.1%
-0.6755949855	1	< 0.1%
-0.6642411351	1	< 0.1%
-0.6609393954	1	< 0.1%
-0.6525140405	1	< 0.1%

Value	Count	Frequency (%)
74.66550446	1	< 0.1%
74.00405121	1	< 0.1%
69.38035583	1	< 0.1%
59.41283417	1	< 0.1%
57.66990662	1	< 0.1%

feature_69
Real number (ℝ)

Distinct	496913
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.02563716614

Minimum	-1.145098567
Maximum	42.56755447
Zeros	0
Zeros (%)	0.0%
Negative	355221
Negative (%)	71.0%
Memory size	1.9 MiB

Quantile statistics

Minimum	-1.145098567
5-th percentile	-0.6437826484
Q1	-0.4437179863
median	-0.2543320805
Q3	0.07699363865
95-th percentile	1.278161514
Maximum	42.56755447
Range	43.71265411
Interquartile range (IQR)	0.520711625

Descriptive statistics

Standard deviation	0.9245492816
Coefficient of variation (CV)	-36.06285018
Kurtosis	175.2315674
Mean	-0.02563716614
Median Absolute Deviation (MAD)	0.2304907143
Skewness	8.83826828
Sum	-12818.58307
Variance	0.8547913432
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.2429181784	3	< 0.1%
-0.3720396459	3	< 0.1%
-0.4993833005	3	< 0.1%
-0.3994910419	3	< 0.1%
-0.5950112939	3	< 0.1%
-0.2670319676	3	< 0.1%
-0.5159968734	3	< 0.1%
-0.5249070525	3	< 0.1%
-0.3349508643	3	< 0.1%
-0.3393483758	3	< 0.1%
Other values (496903)	499970	> 99.9%

Value	Count	Frequency (%)
-1.145098567	1	< 0.1%
-1.143526912	1	< 0.1%
-1.13634038	1	< 0.1%
-1.126946092	1	< 0.1%
-1.103339314	1	< 0.1%

Value	Count	Frequency (%)
42.56755447	1	< 0.1%
37.98312378	1	< 0.1%
37.7248497	1	< 0.1%
36.68976593	1	< 0.1%
36.34023666	1	< 0.1%

feature_70
Real number (ℝ)

Distinct	497668
Distinct (%)	99.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.02314988928

Minimum	-1.657984734
Maximum	104.8653946
Zeros	0
Zeros (%)	0.0%
Negative	329331
Negative (%)	65.9%
Memory size	1.9 MiB

Quantile statistics

Minimum	-1.657984734
5-th percentile	-0.8376096129
Q1	-0.504281491
median	-0.2246547118
Q3	0.1870755553
95-th percentile	1.389080894
Maximum	104.8653946
Range	106.5233765
Interquartile range (IQR)	0.6913570464

Descriptive statistics

Standard deviation	0.9658790827
Coefficient of variation (CV)	-41.72283812
Kurtosis	618.6615601
Mean	-0.02314988928
Median Absolute Deviation (MAD)	0.325296402
Skewness	12.128088
Sum	-11574.94464
Variance	0.9329224229
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.4245936573	3	< 0.1%
-0.5198664665	3	< 0.1%
-0.6946694851	3	< 0.1%
-0.3272516131	3	< 0.1%
-0.6260743737	3	< 0.1%
-0.6091580391	3	< 0.1%
-0.4981968999	3	< 0.1%
-0.5565288067	3	< 0.1%
-0.4927867055	3	< 0.1%
-0.5328782201	3	< 0.1%
Other values (497658)	499970	> 99.9%

Value	Count	Frequency (%)
-1.657984734	1	< 0.1%
-1.650858045	1	< 0.1%
-1.647405028	1	< 0.1%
-1.617055416	1	< 0.1%
-1.607486844	1	< 0.1%

Value	Count	Frequency (%)
104.8653946	1	< 0.1%
79.93502808	1	< 0.1%
74.78883362	1	< 0.1%
56.33507538	1	< 0.1%
49.44590378	1	< 0.1%

feature_71
Real number (ℝ)

Distinct	495927
Distinct (%)	99.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.01426763512

Minimum	-0.7695827484
Maximum	107.9453964
Zeros	0
Zeros (%)	0.0%
Negative	372285
Negative (%)	74.5%
Memory size	1.9 MiB

Quantile statistics

Minimum	-0.7695827484
5-th percentile	-0.4728431299
Q1	-0.3592059016
median	-0.2437712476
Q3	0.009520274587
95-th percentile	1.125494063
Maximum	107.9453964
Range	108.7149811
Interquartile range (IQR)	0.3687261762

Descriptive statistics

Standard deviation	0.9112635851
Coefficient of variation (CV)	-63.8692802
Kurtosis	856.9317627
Mean	-0.01426763512
Median Absolute Deviation (MAD)	0.146925509
Skewness	16.25797081
Sum	-7133.817559
Variance	0.8304013014
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.4057371318	3	< 0.1%
-0.291416198	3	< 0.1%
-0.271353364	3	< 0.1%
-0.3514285684	3	< 0.1%
-0.4480193853	3	< 0.1%
-0.4632839262	3	< 0.1%
-0.304284215	3	< 0.1%
-0.3304582834	3	< 0.1%
-0.3130469322	3	< 0.1%
-0.260624975	3	< 0.1%
Other values (495917)	499970	> 99.9%

Value	Count	Frequency (%)
-0.7695827484	1	< 0.1%
-0.7281848788	1	< 0.1%
-0.7207092643	1	< 0.1%
-0.7169126868	1	< 0.1%
-0.7167489529	1	< 0.1%

Value	Count	Frequency (%)
107.9453964	1	< 0.1%
84.40773773	1	< 0.1%
63.61585999	1	< 0.1%
57.12475967	1	< 0.1%
51.87563705	1	< 0.1%

feature_72
Real number (ℝ)

Distinct	497342
Distinct (%)	99.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.02328127769

Minimum	-1.292772412
Maximum	66.9916687
Zeros	0
Zeros (%)	0.0%
Negative	342484
Negative (%)	68.5%
Memory size	1.9 MiB

Quantile statistics

Minimum	-1.292772412
5-th percentile	-0.7238725126
Q1	-0.4829404056
median	-0.2514910698
Q3	0.1356615052
95-th percentile	1.355989194
Maximum	66.9916687
Range	68.28443909
Interquartile range (IQR)	0.6186019108

Descriptive statistics

Standard deviation	0.950481236
Coefficient of variation (CV)	-40.8259911
Kurtosis	345.4804077
Mean	-0.02328127769
Median Absolute Deviation (MAD)	0.2779940069
Skewness	10.53577518
Sum	-11640.63885
Variance	0.9034145474
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.5638284683	3	< 0.1%
-0.538838625	3	< 0.1%
-0.5179694295	3	< 0.1%
-0.5141017437	3	< 0.1%
-0.3536393642	3	< 0.1%
-0.4102894664	3	< 0.1%
-0.4127993882	3	< 0.1%
-0.2668160796	3	< 0.1%
-0.6981689334	3	< 0.1%
-0.4070758224	3	< 0.1%
Other values (497332)	499970	> 99.9%

Value	Count	Frequency (%)
-1.292772412	1	< 0.1%
-1.262193918	1	< 0.1%
-1.220781207	1	< 0.1%
-1.209953904	1	< 0.1%
-1.209375381	1	< 0.1%

Value	Count	Frequency (%)
66.9916687	1	< 0.1%
66.85527039	1	< 0.1%
62.8536644	1	< 0.1%
49.29683685	1	< 0.1%
48.97442245	1	< 0.1%

feature_73
Real number (ℝ)

Missing

Distinct	491217
Distinct (%)	99.3%
Missing	5250
Missing (%)	1.1%
Infinite	0
Infinite (%)	0.0%
Mean	-0.02043329809

Minimum	-5.427286148
Maximum	84.77339172
Zeros	0
Zeros (%)	0.0%
Negative	355778
Negative (%)	71.2%
Memory size	1.9 MiB

Quantile statistics

Minimum	-5.427286148
5-th percentile	-0.5300621986
Q1	-0.3450559303
median	-0.2291589826
Q3	0.05631912407
95-th percentile	1.185645741
Maximum	84.77339172
Range	90.20067596
Interquartile range (IQR)	0.4013750544

Descriptive statistics

Standard deviation	0.9413125515
Coefficient of variation (CV)	-46.06757789
Kurtosis	451.5701904
Mean	-0.02043329809
Median Absolute Deviation (MAD)	0.1543804854
Skewness	11.09176445
Sum	-10109.37423
Variance	0.8860693574
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.3244983852	4	< 0.1%
-0.3423794508	3	< 0.1%
-0.3708281219	3	< 0.1%
-0.3002778292	3	< 0.1%
-0.3170800805	3	< 0.1%
-0.3439488709	3	< 0.1%
-0.2604186535	3	< 0.1%
-0.290576309	3	< 0.1%
-0.2897709608	3	< 0.1%
-0.3491443992	3	< 0.1%
Other values (491207)	494719	98.9%
(Missing)	5250	1.1%

Value	Count	Frequency (%)
-5.427286148	1	< 0.1%
-5.181833744	1	< 0.1%
-5.158521652	1	< 0.1%
-5.143508434	1	< 0.1%
-5.046190739	1	< 0.1%

Value	Count	Frequency (%)
84.77339172	1	< 0.1%
77.1866684	1	< 0.1%
55.9588089	1	< 0.1%
53.28409195	1	< 0.1%
52.59580231	1	< 0.1%

feature_74
Real number (ℝ)

Missing

Distinct	491723
Distinct (%)	99.4%
Missing	5250
Missing (%)	1.1%
Infinite	0
Infinite (%)	0.0%
Mean	-0.02532161294

Minimum	-5.734827518
Maximum	77.26641083
Zeros	0
Zeros (%)	0.0%
Negative	354874
Negative (%)	71.0%
Memory size	1.9 MiB

Quantile statistics

Minimum	-5.734827518
5-th percentile	-0.5937586874
Q1	-0.3497110829
median	-0.2202540934
Q3	0.05850394722
95-th percentile	1.179049212
Maximum	77.26641083
Range	83.00123596
Interquartile range (IQR)	0.4082150301

Descriptive statistics

Standard deviation	0.9293854237
Coefficient of variation (CV)	-36.70324738
Kurtosis	399.875061
Mean	-0.02532161294
Median Absolute Deviation (MAD)	0.1687518656
Skewness	10.69599342
Sum	-12527.868
Variance	0.8637572527
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.3572487831	4	< 0.1%
-0.2603003383	3	< 0.1%
-0.307697624	3	< 0.1%
-0.2863532901	3	< 0.1%
-0.2631205022	3	< 0.1%
-0.4036790133	3	< 0.1%
-0.4962977767	3	< 0.1%
-0.2724300921	3	< 0.1%
-0.4244645238	3	< 0.1%
-0.2215416431	3	< 0.1%
Other values (491713)	494719	98.9%
(Missing)	5250	1.1%

Value	Count	Frequency (%)
-5.734827518	1	< 0.1%
-5.091740131	1	< 0.1%
-5.04020834	1	< 0.1%
-5.032945156	1	< 0.1%
-4.896776199	1	< 0.1%

Value	Count	Frequency (%)
77.26641083	1	< 0.1%
64.76274109	1	< 0.1%
62.39800644	1	< 0.1%
57.53539276	1	< 0.1%
52.04507446	1	< 0.1%

feature_75
Real number (ℝ)

Distinct	494129
Distinct (%)	98.9%
Missing	485
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	-0.00759695925

Minimum	-4.915370941
Maximum	61.35074997
Zeros	0
Zeros (%)	0.0%
Negative	383251
Negative (%)	76.7%
Memory size	1.9 MiB

Quantile statistics

Minimum	-4.915370941
5-th percentile	-0.7097616136
Q1	-0.2940982133
median	-0.2301253676
Q3	-0.04204188101
95-th percentile	1.532121313
Maximum	61.35074997
Range	66.26612091
Interquartile range (IQR)	0.2520563323

Descriptive statistics

Standard deviation	0.9464839697
Coefficient of variation (CV)	-124.5872116
Kurtosis	222.6607971
Mean	-0.00759695925
Median Absolute Deviation (MAD)	0.08490458131
Skewness	7.837985992
Sum	-3794.7951
Variance	0.895831883
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.2992818952	5	< 0.1%
-0.2666839361	4	< 0.1%
-0.260532707	3	< 0.1%
-0.3394234478	3	< 0.1%
-0.2976205945	3	< 0.1%
-0.2790267169	3	< 0.1%
-0.2766506672	3	< 0.1%
-0.2684449852	3	< 0.1%
-0.297890842	3	< 0.1%
-0.3202140033	3	< 0.1%
Other values (494119)	499482	99.9%
(Missing)	485	0.1%

Value	Count	Frequency (%)
-4.915370941	1	< 0.1%
-4.785624027	1	< 0.1%
-4.65142107	1	< 0.1%
-4.565448761	1	< 0.1%
-4.458371162	1	< 0.1%

Value	Count	Frequency (%)
61.35074997	1	< 0.1%
58.91540527	1	< 0.1%
57.0326767	1	< 0.1%
56.47732544	1	< 0.1%
47.51197433	1	< 0.1%

feature_76
Real number (ℝ)

Distinct	495405
Distinct (%)	99.2%
Missing	485
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	-0.01153207868

Minimum	-5.18081522
Maximum	80.11870575
Zeros	0
Zeros (%)	0.0%
Negative	382795
Negative (%)	76.6%
Memory size	1.9 MiB

Quantile statistics

Minimum	-5.18081522
5-th percentile	-0.7077126741
Q1	-0.3047411442
median	-0.2202863544
Q3	-0.03679475188
95-th percentile	1.514422274
Maximum	80.11870575
Range	85.2995224
Interquartile range (IQR)	0.2679463923

Descriptive statistics

Standard deviation	0.9458261728
Coefficient of variation (CV)	-82.01697187
Kurtosis	349.5660706
Mean	-0.01153207868
Median Absolute Deviation (MAD)	0.1072821468
Skewness	9.180851936
Sum	-5760.446283
Variance	0.8945871592
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.3154907823	3	< 0.1%
-0.2707948387	3	< 0.1%
-0.2951481342	3	< 0.1%
-0.2415983826	3	< 0.1%
-0.304825455	3	< 0.1%
-0.2128956616	3	< 0.1%
-0.3766477704	3	< 0.1%
-0.2095188051	3	< 0.1%
-0.3756688237	3	< 0.1%
-0.344941467	3	< 0.1%
Other values (495395)	499485	99.9%
(Missing)	485	0.1%

Value	Count	Frequency (%)
-5.18081522	1	< 0.1%
-4.820067883	1	< 0.1%
-4.760148525	1	< 0.1%
-4.627500534	1	< 0.1%
-4.389015675	1	< 0.1%

Value	Count	Frequency (%)
80.11870575	1	< 0.1%
71.34975433	1	< 0.1%
63.21208954	1	< 0.1%
57.71630478	1	< 0.1%
46.13508606	1	< 0.1%

feature_77
Real number (ℝ)

Distinct	495765
Distinct (%)	99.2%
Missing	155
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	-0.011995218

Minimum	-4.420845985
Maximum	88.96417236
Zeros	0
Zeros (%)	0.0%
Negative	364617
Negative (%)	72.9%
Memory size	1.9 MiB

Quantile statistics

Minimum	-4.420845985
5-th percentile	-0.5416585922
Q1	-0.300685674
median	-0.2105787098
Q3	0.03702617437
95-th percentile	1.162076235
Maximum	88.96417236
Range	93.3850174
Interquartile range (IQR)	0.3377118483

Descriptive statistics

Standard deviation	0.9342361093
Coefficient of variation (CV)	-77.8840459
Kurtosis	692.9789429
Mean	-0.011995218
Median Absolute Deviation (MAD)	0.1225871891
Skewness	14.64481735
Sum	-5995.749741
Variance	0.8727971315
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.3493706584	3	< 0.1%
-0.3099343777	3	< 0.1%
-0.2608298957	3	< 0.1%
-0.2399998903	3	< 0.1%
-0.2862254381	3	< 0.1%
-0.2848470509	3	< 0.1%
-0.3621714115	3	< 0.1%
-0.2506775558	3	< 0.1%
-0.290174067	3	< 0.1%
-0.2628785968	3	< 0.1%
Other values (495755)	499815	> 99.9%
(Missing)	155	< 0.1%

Value	Count	Frequency (%)
-4.420845985	1	< 0.1%
-4.413516521	1	< 0.1%
-4.32698822	1	< 0.1%
-4.305765629	1	< 0.1%
-4.284601212	1	< 0.1%

Value	Count	Frequency (%)
88.96417236	1	< 0.1%
74.36181641	1	< 0.1%
72.3510437	1	< 0.1%
62.23090363	1	< 0.1%
60.54334259	1	< 0.1%

feature_78
Real number (ℝ)

Distinct	496582
Distinct (%)	99.3%
Missing	155
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	-0.01606418461

Minimum	-4.947653294
Maximum	91.85790253
Zeros	0
Zeros (%)	0.0%
Negative	363626
Negative (%)	72.7%
Memory size	1.9 MiB

Quantile statistics

Minimum	-4.947653294
5-th percentile	-0.5698330164
Q1	-0.3064562082
median	-0.2009187639
Q3	0.0391327776
95-th percentile	1.148249984
Maximum	91.85790253
Range	96.80555725
Interquartile range (IQR)	0.3455889858

Descriptive statistics

Standard deviation	0.9268289208
Coefficient of variation (CV)	-57.69536043
Kurtosis	861.4810181
Mean	-0.01606418461
Median Absolute Deviation (MAD)	0.1389975846
Skewness	15.7828331
Sum	-8029.602354
Variance	0.8590118289
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.3026961982	3	< 0.1%
-0.272929877	3	< 0.1%
-0.3886649609	3	< 0.1%
-0.2501139045	3	< 0.1%
-0.2549674511	3	< 0.1%
-0.2771390378	3	< 0.1%
-0.3636361361	3	< 0.1%
-0.208139345	3	< 0.1%
-0.2501247525	3	< 0.1%
-0.3204465508	3	< 0.1%
Other values (496572)	499815	> 99.9%
(Missing)	155	< 0.1%

Value	Count	Frequency (%)
-4.947653294	1	< 0.1%
-4.574954033	1	< 0.1%
-4.543148518	1	< 0.1%
-4.481323719	1	< 0.1%
-4.455502987	1	< 0.1%

Value	Count	Frequency (%)
91.85790253	1	< 0.1%
89.84159088	1	< 0.1%
73.87252808	1	< 0.1%
69.41321564	1	< 0.1%
67.99324036	1	< 0.1%

responder_0
Real number (ℝ)

Distinct	497129
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.001239519799

Minimum	-5
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negative	253614
Negative (%)	50.7%
Memory size	1.9 MiB

Quantile statistics

Minimum	-5
5-th percentile	-0.7932513207
Q1	-0.1986890323
median	-0.004230325343
Q3	0.1927174143
95-th percentile	0.801448828
Maximum	5
Range	10
Interquartile range (IQR)	0.3914064467

Descriptive statistics

Standard deviation	0.6493761539
Coefficient of variation (CV)	523.8933292
Kurtosis	19.53874779
Mean	0.001239519799
Median Absolute Deviation (MAD)	0.1956484616
Skewness	0.2552523613
Sum	619.7598994
Variance	0.4216893613
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5	925	0.2%
-5	768	0.2%
0.2874937057	3	< 0.1%
-0.1288841814	3	< 0.1%
0.1308853477	2	< 0.1%
0.2567590475	2	< 0.1%
-0.6495445967	2	< 0.1%
0.2569868267	2	< 0.1%
-0.148635447	2	< 0.1%
0.4804552794	2	< 0.1%
Other values (497119)	498289	99.7%

Value	Count	Frequency (%)
-5	768	0.2%
-4.997035503	1	< 0.1%
-4.988419533	1	< 0.1%
-4.985836506	1	< 0.1%
-4.978542328	1	< 0.1%

Value	Count	Frequency (%)
5	925	0.2%
4.999520302	1	< 0.1%
4.99789381	1	< 0.1%
4.997380257	1	< 0.1%
4.994907379	1	< 0.1%

responder_1
Real number (ℝ)

Distinct	496493
Distinct (%)	99.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.002200904295

Minimum	-5
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negative	273147
Negative (%)	54.6%
Memory size	1.9 MiB

Quantile statistics

Minimum	-5
5-th percentile	-0.7155282557
Q1	-0.1738579348
median	-0.02328084875
Q3	0.1417766511
95-th percentile	0.8446688712
Maximum	5
Range	10
Interquartile range (IQR)	0.3156345859

Descriptive statistics

Standard deviation	0.6693944335
Coefficient of variation (CV)	304.1451803
Kurtosis	21.52461433
Mean	0.002200904295
Median Absolute Deviation (MAD)	0.1575321555
Skewness	0.3458566666
Sum	1100.452147
Variance	0.448088944
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5	1172	0.2%
-5	1103	0.2%
-0.07027182728	3	< 0.1%
-0.6736309528	2	< 0.1%
0.3841313422	2	< 0.1%
0.2163299769	2	< 0.1%
-0.2578560114	2	< 0.1%
0.1202418059	2	< 0.1%
0.0175471399	2	< 0.1%
0.06174531952	2	< 0.1%
Other values (496483)	497708	99.5%

Value	Count	Frequency (%)
-5	1103	0.2%
-4.997515202	1	< 0.1%
-4.99668932	1	< 0.1%
-4.996355534	1	< 0.1%
-4.991696835	1	< 0.1%

Value	Count	Frequency (%)
5	1172	0.2%
4.996864796	1	< 0.1%
4.996011257	1	< 0.1%
4.994628429	1	< 0.1%
4.990363121	1	< 0.1%

responder_2
Real number (ℝ)

Distinct	497579
Distinct (%)	99.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0007499721631

Minimum	-5
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negative	251402
Negative (%)	50.3%
Memory size	1.9 MiB

Quantile statistics

Minimum	-5
5-th percentile	-0.8499474645
Q1	-0.199448213
median	-0.0008669286035
Q3	0.199832987
95-th percentile	0.8538282543
Maximum	5
Range	10
Interquartile range (IQR)	0.3992812

Descriptive statistics

Standard deviation	0.6497597694
Coefficient of variation (CV)	866.3785157
Kurtosis	16.44089127
Mean	0.0007499721631
Median Absolute Deviation (MAD)	0.1996147335
Skewness	0.03824864328
Sum	374.9860815
Variance	0.4221877456
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5	651	0.1%
-5	608	0.1%
-1.023880363	3	< 0.1%
-1.035889387	2	< 0.1%
0.2880328894	2	< 0.1%
0.0369197093	2	< 0.1%
-0.1452956051	2	< 0.1%
-0.5672619939	2	< 0.1%
0.3390828669	2	< 0.1%
0.5366707444	2	< 0.1%
Other values (497569)	498724	99.7%

Value	Count	Frequency (%)
-5	608	0.1%
-4.997421265	1	< 0.1%
-4.99395895	1	< 0.1%
-4.992968082	1	< 0.1%
-4.991105556	1	< 0.1%

Value	Count	Frequency (%)
5	651	0.1%
4.99802494	1	< 0.1%
4.991306782	1	< 0.1%
4.990686417	1	< 0.1%
4.986549377	1	< 0.1%

responder_3
Real number (ℝ)

Distinct	495325
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.01301081126

Minimum	-5
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negative	262121
Negative (%)	52.4%
Memory size	1.9 MiB

Quantile statistics

Minimum	-5
5-th percentile	-1.14092086
Q1	-0.3218653873
median	-0.02332271449
Q3	0.2789368778
95-th percentile	1.185632223
Maximum	5
Range	10
Interquartile range (IQR)	0.6008022651

Descriptive statistics

Standard deviation	0.8622366786
Coefficient of variation (CV)	-66.27078522
Kurtosis	10.81594086
Mean	-0.01301081126
Median Absolute Deviation (MAD)	0.3002905846
Skewness	0.04442944005
Sum	-6505.40563
Variance	0.7434520721
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-5	1819	0.4%
5	1598	0.3%
-0.6191147566	3	< 0.1%
-0.1688990444	2	< 0.1%
0.1858353913	2	< 0.1%
0.3484062552	2	< 0.1%
0.144324854	2	< 0.1%
0.3788509071	2	< 0.1%
-0.1214959696	2	< 0.1%
-0.1925417185	2	< 0.1%
Other values (495315)	496566	99.3%

Value	Count	Frequency (%)
-5	1819	0.4%
-4.999469757	1	< 0.1%
-4.998399258	1	< 0.1%
-4.993031979	1	< 0.1%
-4.983475685	1	< 0.1%

Value	Count	Frequency (%)
5	1598	0.3%
4.998671532	1	< 0.1%
4.996784687	1	< 0.1%
4.996132851	1	< 0.1%
4.990359306	1	< 0.1%

responder_4
Real number (ℝ)

Distinct	496524
Distinct (%)	99.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.01007774013

Minimum	-5
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negative	267406
Negative (%)	53.5%
Memory size	1.9 MiB

Quantile statistics

Minimum	-5
5-th percentile	-1.280864429
Q1	-0.3961099461
median	-0.041269131
Q3	0.3340839148
95-th percentile	1.393788952
Maximum	5
Range	10
Interquartile range (IQR)	0.7301938608

Descriptive statistics

Standard deviation	0.9147558212
Coefficient of variation (CV)	-90.76993542
Kurtosis	7.116781712
Mean	-0.01007774013
Median Absolute Deviation (MAD)	0.3646382093
Skewness	0.3420644999
Sum	-5038.870067
Variance	0.8367782235
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5	1257	0.3%
-5	891	0.2%
-0.4516591728	3	< 0.1%
-0.4468171895	3	< 0.1%
1.240247846	3	< 0.1%
-1.365225315	2	< 0.1%
-0.5788282752	2	< 0.1%
-0.5652310848	2	< 0.1%
0.2172778696	2	< 0.1%
0.2040048689	2	< 0.1%
Other values (496514)	497833	99.6%

Value	Count	Frequency (%)
-5	891	0.2%
-4.999421597	1	< 0.1%
-4.998540401	1	< 0.1%
-4.998278618	1	< 0.1%
-4.996516705	1	< 0.1%

Value	Count	Frequency (%)
5	1257	0.3%
4.999819279	1	< 0.1%
4.997558117	1	< 0.1%
4.99328804	1	< 0.1%
4.993180752	1	< 0.1%

responder_5
Real number (ℝ)

Distinct	495015
Distinct (%)	99.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.01291244997

Minimum	-5
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negative	256666
Negative (%)	51.3%
Memory size	1.9 MiB

Quantile statistics

Minimum	-5
5-th percentile	-0.9490760684
Q1	-0.2294120342
median	-0.007895500399
Q3	0.2083946168
95-th percentile	0.9417473763
Maximum	5
Range	10
Interquartile range (IQR)	0.437806651

Descriptive statistics

Standard deviation	0.7789622545
Coefficient of variation (CV)	-60.326449
Kurtosis	16.67636871
Mean	-0.01291244997
Median Absolute Deviation (MAD)	0.2189454734
Skewness	-0.3002242148
Sum	-6456.224984
Variance	0.606782198
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-5	2262	0.5%
5	1574	0.3%
-0.153345868	3	< 0.1%
-0.2644557953	2	< 0.1%
0.08755128086	2	< 0.1%
1.136407495	2	< 0.1%
-0.107591033	2	< 0.1%
0.0358924754	2	< 0.1%
-0.1133506671	2	< 0.1%
-0.06130585074	2	< 0.1%
Other values (495005)	496147	99.2%

Value	Count	Frequency (%)
-5	2262	0.5%
-4.996428013	1	< 0.1%
-4.99451828	1	< 0.1%
-4.993328094	1	< 0.1%
-4.989710331	1	< 0.1%

Value	Count	Frequency (%)
5	1574	0.3%
4.999503136	1	< 0.1%
4.998015881	1	< 0.1%
4.997941971	1	< 0.1%
4.99723959	1	< 0.1%

responder_6
Real number (ℝ)

Distinct	497137
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.003748458143

Minimum	-5
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negative	260241
Negative (%)	52.0%
Memory size	1.9 MiB

Quantile statistics

Minimum	-5
5-th percentile	-1.300396109
Q1	-0.3879461288
median	-0.02423908375
Q3	0.3408286944
95-th percentile	1.380302727
Maximum	5
Range	10
Interquartile range (IQR)	0.7287748232

Descriptive statistics

Standard deviation	0.8981897831
Coefficient of variation (CV)	-239.6157964
Kurtosis	6.65515089
Mean	-0.003748458143
Median Absolute Deviation (MAD)	0.364461422
Skewness	0.3776444495
Sum	-1874.229071
Variance	0.8067449331
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5	1047	0.2%
-5	575	0.1%
-0.2892088592	3	< 0.1%
0.340927422	3	< 0.1%
-0.7741680741	2	< 0.1%
0.4477905631	2	< 0.1%
-0.3218865991	2	< 0.1%
0.1374018937	2	< 0.1%
0.5113856792	2	< 0.1%
-0.4339882731	2	< 0.1%
Other values (497127)	498360	99.7%

Value	Count	Frequency (%)
-5	575	0.1%
-4.997792721	1	< 0.1%
-4.994760036	1	< 0.1%
-4.993255138	1	< 0.1%
-4.992311478	1	< 0.1%

Value	Count	Frequency (%)
5	1047	0.2%
4.999896526	1	< 0.1%
4.999763966	1	< 0.1%
4.99559021	1	< 0.1%
4.9933424	1	< 0.1%

responder_7
Real number (ℝ)

Distinct	497183
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.001823101733

Minimum	-5
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negative	264623
Negative (%)	52.9%
Memory size	1.9 MiB

Quantile statistics

Minimum	-5
5-th percentile	-1.331236011
Q1	-0.4222460091
median	-0.03742452525
Q3	0.3604874387
95-th percentile	1.475276977
Maximum	5
Range	10
Interquartile range (IQR)	0.7827334478

Descriptive statistics

Standard deviation	0.9210367203
Coefficient of variation (CV)	-505.20314
Kurtosis	5.621315479
Mean	-0.001823101733
Median Absolute Deviation (MAD)	0.3911035657
Skewness	0.5047574639
Sum	-911.5508667
Variance	0.8483086228
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5	969	0.2%
-5	445	0.1%
-0.5333204269	3	< 0.1%
-0.6330812573	3	< 0.1%
-0.295180589	3	< 0.1%
-0.5711286664	3	< 0.1%
0.42085132	2	< 0.1%
0.6876456141	2	< 0.1%
-0.3462684751	2	< 0.1%
0.66296345	2	< 0.1%
Other values (497173)	498566	99.7%

Value	Count	Frequency (%)
-5	445	0.1%
-4.996434689	1	< 0.1%
-4.986904621	1	< 0.1%
-4.982795238	1	< 0.1%
-4.978724003	1	< 0.1%

Value	Count	Frequency (%)
5	969	0.2%
4.998623848	1	< 0.1%
4.998453617	1	< 0.1%
4.998007298	1	< 0.1%
4.997487068	1	< 0.1%

responder_8
Real number (ℝ)

Distinct	497047
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.00161044512

Minimum	-5
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negative	253802
Negative (%)	50.8%
Memory size	1.9 MiB

Quantile statistics

Minimum	-5
5-th percentile	-1.27739954
Q1	-0.3351752087
median	-0.007341049844
Q3	0.3146027923
95-th percentile	1.299707085
Maximum	5
Range	10
Interquartile range (IQR)	0.649778001

Descriptive statistics

Standard deviation	0.8752946258
Coefficient of variation (CV)	-543.5109928
Kurtosis	7.642903328
Mean	-0.00161044512
Median Absolute Deviation (MAD)	0.3248592615
Skewness	0.1878279448
Sum	-805.2225598
Variance	0.7661406994
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5	1014	0.2%
-5	755	0.2%
0.3915755451	3	< 0.1%
-0.1769114286	3	< 0.1%
-1.108997107	2	< 0.1%
1.685490131	2	< 0.1%
-0.1446152031	2	< 0.1%
0.3851295412	2	< 0.1%
-1.670576453	2	< 0.1%
-0.2087907344	2	< 0.1%
Other values (497037)	498213	99.6%

Value	Count	Frequency (%)
-5	755	0.2%
-4.996577263	1	< 0.1%
-4.996563911	1	< 0.1%
-4.995269775	1	< 0.1%
-4.994803905	1	< 0.1%

Value	Count	Frequency (%)
5	1014	0.2%
4.998559952	1	< 0.1%
4.997725964	1	< 0.1%
4.994663715	1	< 0.1%
4.992386341	1	< 0.1%

Overview

Variables